Correction of systematic errors in automatically produced boundaries from low-contrast ventriculograms. - Jasjit S. Suri; Robert M. Haralick; Florence H. Sheehan (ICPR, 1996)

Left Ventricle Longitudinal Axis Fitting and its Apex Estimation using a Robust Algorithm and its Performance: A Parametric Apex Model. - Jasjit S. Suri; Robert M. Haralick; Florence H. Sheehan (ICIP (3), 1997)

Automated ventriculargram boundary delineation. - Robert M. Haralick; Jasjit S. Suri; Florence H. Sheehan (Bildverarbeitung für die Medizin, 1998)

Automatic quadratic calibration for correction of pixel classification boundaries to an accuracy of 2.5 millimeters: an application in cardiac imaging. - Jasjit S. Suri; Robert M. Haralick; Florence H. Sheehan (ICPR, 1998)

Linear vs. Quadratic Optimization Algorithms for Bias Correction of Left Ventricle Chamber Boundaries in Low Contrast Projection Ventriculograms Produced from Xray Cardiac Catheterization Procedure. - Jasjit S. Suri; Robert M. Haralick; Florence H. Sheehan (CAIP, 1999)

Computer Vision, Pattern Recognition and Image Processing in Left Ventricle Segmentation: The Last 50 Years. - Jasjit S. Suri (Pattern Anal. Appl., 2000)

Greedy Algorithm for Error Correction in Automatically Produced Boundaries from Low Contrast Ventriculograms. - Jasjit S. Suri; Robert M. Haralick; Florence H. Sheehan (Pattern Anal. Appl., 2000)

MR Breast Perfusion Analysis System (BPAS). - Jasjit S. Suri; Lou Antloga; Laura Reden (CBMS, 2001)

Level Set Regularizers for Shape Recovery in Medical Images. - Jasjit S. Suri; Kecheng Liu (CBMS, 2001)

White Matter/Gray Matter Boundary Segmentation Using Geometric Snakes: A Fuzzy Deformable Model. - Jasjit S. Suri (ICAPR, 2001)

Breast lesion characterization using gad-enhanced MR. - Jasjit S. Suri; Lou Antloga; Laura Reden; Dee Wu (SIP, 2001)

Bi-directional regional forces for level set propagation: An application to static and motion imagery. - Jasjit S. Suri; Jianbo Gao (SIP, 2001)

Modeling Segmentation Via Geometric Deformable Regularizers, PDE and Level Sets in Still and Motion Imagery: A Revisit. - Jasjit S. Suri; Dee Wu; Laura Reden; Jianbo Gao; Sameer Singh 002; Swamy Laxminarayan (Int. J. Image Graph., 2001)

Automatic Local Effect of Window/Level on 3-D Scale-Space Ellipsoidal Filtering on Run-Off-Arteries from White Blood Magnetic Resonanc Angiography. - Jasjit S. Suri; Kecheng Liu; Sameer Singh 002; Swamy Laxminarayan (ICPR (3), 2002)

A Comparison of State-of-the-Art Diffusion Imaging Techniques for Smoothing Medical/Non-Medical Image Data. - Jasjit S. Suri; Dee Wu; Jianbo Gao; Sameer Singh 002; Swamy Laxminarayan (ICPR (1), 2002)

Computer Vision and Pattern Recognition Techniques for 2-D and 3-D MR Cerebral Cortical Segmentation (Part I): A State-of-the-Art Review. - Jasjit S. Suri; Sameer Singh 002; Laura Reden (Pattern Anal. Appl., 2002)

Fusion of Region and Boundary/Surface-Based Computer Vision and Pattern Recognition Techniques for 2-D and 3-D MR Cerebral Cortical Segmentation (Part-II): A State-of-the-Art Review. - Jasjit S. Suri; Sameer Singh 002; Laura Reden (Pattern Anal. Appl., 2002)

White and black blood volumetric angiographic filtering: ellipsoidal scale-space approach. - Jasjit S. Suri; Kecheng Liu; Laura Reden; Swamy Laxminarayan (IEEE Trans. Inf. Technol. Biomed., 2002)

A review on MR vascular image processing algorithms: acquisition and prefiltering: part I. - Jasjit S. Suri; Kecheng Liu; Laura Reden; Swamy Laxminarayan (IEEE Trans. Inf. Technol. Biomed., 2002)

A review on MR vascular image processing: skeleton versus nonskeleton approaches: part II. - Jasjit S. Suri; Kecheng Liu; Laura Reden; Swamy Laxminarayan (IEEE Trans. Inf. Technol. Biomed., 2002)

Shape recovery algorithms using level sets in 2-D/3-D medical imagery: a state-of-the-art review. - Jasjit S. Suri; Kecheng Liu; Sameer Singh 002; Swamy Laxminarayan; Xiaolan Zeng; Laura Reden (IEEE Trans. Inf. Technol. Biomed., 2002)

Rotational Effect on ROI's for Accurate Lumen Quantification in Bifurcated MR Plaque Volumes. - Jasjit S. Suri; Vasanth Pappu; Olivier Salvado; Baowei Fei; Shaoxiong Zhang; Jonathan S. Lewin; Jeffrey L. Duerk; David L. Wilson (CBMS, 2004)

MR Signal Inhomogeneity Correction for Visual And Computerized Atherosclerosis Lesion Assessment. - Olivier Salvado; David L. Wilson; Jasjit S. Suri; Claudia Hillenbrand; Shaoxiong Zhang (ISBI, 2004)

MR coil sensitivity inhomogeneity correction for plaque characterization in carotid arteries. - Olivier Salvado; Claudia Hillenbrand; Jasjit S. Suri; David L. Wilson (Image Processing, 2004)

A Novel Approach for Breast Skin-Line Estimation in Mammograms. - Yajie Sun; Jasjit S. Suri; Rangaraj M. Rangayyan (CBMS, 2005)

Relationship Between the Stroma Edge and Skin-Air Boundary for Generating a Dependency Approach to Skin-Line Estimation in Screening Mammograms. - Yajie Sun; Jasjit S. Suri; Rangaraj M. Rangayyan; Roman Janer (ICAPR (2), 2005)

Four image interpolation techniques for ultrasound breast phantom data acquired using Fischer's full field digital mammography and ultrasound system (FFDMUS): a comparative approach. - Zhen Ye; Jasjit S. Suri; Yajie Sun; Roman Janer (ICIP (2), 2005)

Effect of PDE-based noise removal on GVF-based deformation model on lesion detection in breast phantom x-ray images from Fischer's fused FFDM and ultrasound (FFDMUS) imaging system. - Jasjit S. Suri; Yujun Guo; Tim Danielson; Roman Janer (Image Processing, 2005)

Computer-Based Classification of Eye Diseases. - U. Rajendra Acharya; N. Kannathal; E. Y. K. Ng; Lim Choo Min; Jasjit S. Suri (EMBC, 2006)

Breast Density Analysis in 3-D Whole Breast Ultrasound Images. - Ruey-Feng Chang; Kuang-Che Chang-Chien; Etsuo Takada; Jasjit S. Suri; Woo Kyung Moon; Jeffery H. K. Wu; Nariya Cho; Yi-Fa Wang; Dar-Ren Chen (EMBC, 2006)

Three Comparative Approaches for Breast Density Estimation in Digital and Screen Film Mammograms. - Ruey-Feng Chang; Kuang-Che Chang-Chien; Etsuo Takada; Jasjit S. Suri; Woo Kyung Moon; Jeffery H. K. Wu; Nariya Cho; Yi-Fa Wang; Dar-Ren Chen (EMBC, 2006)

User-independent Plaque Characterization and Accurate IMT Measurement of Carotid Artery Wall using Ultrasound. - Silvia Delsanto; Filippo Molinari; William Liboni; Pierangela Giustetto; Sergio Badalamenti; Jasjit S. Suri (EMBC, 2006)

Implicit Dual Snakes for Medical Imaging. - Gilson A. Giraldi; Paulo Sergio Rodrigues; Jasjit S. Suri (EMBC, 2006)

A New Methodology Based on q-Entropy for Breast Lesion Classification in 3-D Ultrasound Images. - Paulo Sergio Rodrigues; Gilson A. Giraldi; Marcia Provenzano; Marcelo Daniel Brito Faria; Ruey-Feng Chang; Jasjit S. Suri (EMBC, 2006)

Improvement to functional Magnetic Resonance Imaging (fMRI) Methods using Non-rigid Body Image Registration Methods for Correction in the Presence of Susceptibility Artifact Effects. - Dee H. Wu; Yujun Guo; Cheng-Chang Lu; Jasjit S. Suri (EMBC, 2006)

Segmentation of Prostate from 3-D Ultrasound Volumes Using Shape and Intensity Priors in Level Set Framework. - Fuxing Yang; Jasjit S. Suri; Aaron Fenster (EMBC, 2006)

Improved method for correction of systematic bias introduced by the sub-voxel image registration process in functional magnetic resonance imaging (fMRI). - Dee H. Wu; Jasjit S. Suri; Vincent Magnotta; Tomasz Przebinda; Victor E. DeBrunner (Image Processing, 2006)

Non-Extensive Entropy for CAD Systems of Breast Cancer Images. - Paulo Sergio Rodrigues; Ruey-Feng Chang; Jasjit S. Suri (SIBGRAPI, 2006)

Heart rate variability: a review. - U. Rajendra Acharya; Paul K. Joseph; N. Kannathal; Choo Min Lim; Jasjit S. Suri (Medical Biol. Eng. Comput., 2006)

Breast image registration techniques: a survey. - Yujun Guo; Radhika Sivaramakrishna; Cheng-Chang Lu; Jasjit S. Suri; Swamy Laxminarayan (Medical Biol. Eng. Comput., 2006)

A new approach for breast skin-line estimation in mammograms. - Yajie Sun; Jasjit S. Suri; J. E. Leo Desautels; Rangaraj M. Rangayyan (Pattern Anal. Appl., 2006)

Motion Correction Strategies for Interventional Angiography Images: A Comparative Approach. - M. S. Dnesh Kumar; Dinggang Shen; Liyang Wei; Ram Turlapthi; Jasjit S. Suri (ICIP (1), 2007)

Characterization of a Completely User-Independent Algorithm for Carotid Artery Segmentation in 2-D Ultrasound Images. - Silvia Delsanto; Filippo Molinari; Pierangela Giustetto; William Liboni; Sergio Badalamenti; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2007)

Effect of 3D automated prostate segmentation for ultrasound image guided repeat biopsy application. - Yujun Guo; Lu Li; Ramakrishnan Narayanan; Dinesh K. Kumar; Albaha Barqawi; E. David Crawford; Jasjit S. Suri (Image Processing: Algorithms and Systems, 2008)

Completely automated estimation of prostate volume for 3-D side-fire transrectal ultrasound using shape prior approach. - Lu Li; Ramkrishnan Narayanan; Steve Miller; Feimo Shen; Albaha Barqawi; E. David Crawford; Jasjit S. Suri (Image Processing: Algorithms and Systems, 2008)

Application of statistical cancer atlas for 3D biopsy. - Ramkrishnan Narayanan; Dinggang Shen; Christos Davatzikos; E. David Crawford; Albaha Barqawi; Priya N. Werahera; Dinesh K. Kumar; Jasjit S. Suri (Image Processing: Algorithms and Systems, 2008)

Effect of hierarchical deformable motion compensation on image enhancement for DSA acquired via C-ARM. - Liyang Wei; Dinggang Shen; Dinesh K. Kumar; Ram Turlapati; Jasjit S. Suri (Image Processing: Algorithms and Systems, 2008)

Application and validation of registration framework for real-time atlas guided biopsy. - Ramkrishnan Narayanan; Dinggang Shen; Christos Davatzikos; E. David Crawford; Albaha Barqawi; Priya N. Werahera; Dinesh K. Kumar; Jasjit S. Suri (ISBI, 2008)

3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance. - Ramkrishnan Narayanan; Dinggang Shen; Christos Davatzikos; E. David Crawford; Albaha Barqawi; Priya N. Werahera; Dinesh K. Kumar; Jasjit S. Suri (Image Processing, 2008)

Clinical validation and performance evaluation of enhancement methods acquired from interventional C-ARM x-ray. - Liyang Wei; Dinesh K. Kumar; Animesh Khemka; Ram Turlapati; Jasjit S. Suri (Image Processing, 2008)

Bidirectional segmentation of prostate capsule from ultrasound volumes: an improved strategy. - Liyang Wei; Ramkrishnan Narayanan; Dinesh K. Kumar; Aaron Fenster; Albaha Barqawi; Priya N. Werahera; E. David Crawford; Jasjit S. Suri (Image Processing, 2008)

Imaging Systems of Human Eye: A Review. - U. Rajendra Acharya; Wong Li Yun; E. Y. K. Ng; Wenwei Yu; Jasjit S. Suri (J. Medical Syst., 2008)

Analysis of Tumor Vascularity Using Three-Dimensional Power Doppler Ultrasound Images. - Sheng-Fang Huang; Ruey-Feng Chang; Woo Kyung Moon; Yu-Hau Lee; Dar-Ren Chen; Jasjit S. Suri (IEEE Trans. Medical Imaging, 2008)

MRI-Ultrasound Registration for Targeted Prostate Biopsy. - Ramkrishnan Narayanan; John Kurhanewicz; Katsuto Shinohara; E. David Crawford; Anne Simoneau; Jasjit S. Suri (ISBI, 2009)

Automatic recognition and validation of the common carotid artery wall segmentation in 100 longitudinal ultrasound images: an integrated approach using feature selection, fitting and classification. - Filippo Molinari; Guang Zeng; Jasjit S. Suri (Image Processing, 2010)

A state of the art review on intima-media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound. - Filippo Molinari; Guang Zeng; Jasjit S. Suri (Comput. Methods Programs Biomed., 2010)

The usefulness of ultrasound in the classification of chronic liver disease. - Ricardo Ribeiro 004; Rui Tato Marinho; José Velosa; Fernando Ramalho; J. Miguel Sanches; Jasjit S. Suri (EMBC, 2011)

Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; Peng Chuan Alvin Ang; Ganapathy Krishnamurthi; José C. R. Seabra; João M. Sanches; Jasjit S. Suri (EMBC, 2011)

Carotid automated ultrasound double line extraction system (CADLES) via Edge-Flow. - Kristen M. Meiburger; Filippo Molinari; Guang Zeng; Luca Saba; Jasjit S. Suri (EMBC, 2011)

CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images. - Filippo Molinari; Kristen M. Meiburger; U. Rajendra Acharya; Guang Zeng; Paulo Sergio Rodrigues; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (EMBC, 2011)

Automated high-performance cIMT measurement techniques using patented AtheroEdge™: A screening and home monitoring system. - Filippo Molinari; Kristen M. Meiburger; Jasjit S. Suri (EMBC, 2011)

CARES: Completely Automated Robust Edge Snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images: a two stage system combining an intensity-based feature approach with first order absolute moments. - Filippo Molinari; U. Rajendra Acharya; Guang Zeng; Jasjit S. Suri (Image Processing, 2011)

Completely automated multiresolution edge snapper (CAMES): a new technique for an accurate carotid ultrasound IMT measurement and its validation on a multi-institutional database. - Filippo Molinari; Christos P. Loizou; Guang Zeng; Constantinos S. Pattichis; Marios Pantziaris; William Liboni; Andrew Nicolaides; Jasjit S. Suri (Image Processing, 2011)

Automatic Detection of Epileptic EEG Signals Using Higher Order cumulant Features. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; Jasjit S. Suri (Int. J. Neural Syst., 2011)

CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow. - Filippo Molinari; Kristen M. Meiburger; Guang Zeng; Andrew Nicolaides; Jasjit S. Suri (J. Digit. Imaging, 2011)

Towards the Systematic Development of Medical Networking Technology. - Oliver Faust; Ravindra Shetty; Subbhuraam Vinitha Sree; Sripathi Acharya; U. Rajendra Acharya; E. Y. K. Ng; Chua Kok Poo; Jasjit S. Suri (J. Medical Syst., 2011)

Inter-Greedy Technique for Fusion of Different Segmentation Strategies Leading to High-Performance Carotid IMT Measurement in Ultrasound Images. - Filippo Molinari; Guang Zeng; Jasjit S. Suri (J. Medical Syst., 2011)

Topic of Special Issue: Distributed Diagnosis and Home Healthcare. - E. Y. K. Ng; U. Rajendra Acharya; Jasjit S. Suri (J. Medical Syst., 2011)

Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images. - Filippo Molinari; U. Rajendra Acharya; Guang Zeng; Kristen M. Meiburger; Jasjit S. Suri (Medical Biol. Eng. Comput., 2011)

Automated benign & malignant thyroid lesion characterization and classification in 3D contrast-enhanced ultrasound. - U. Rajendra Acharya; Vinitha Sree S; Filippo Molinari; Roberto Garberoglio; Agnieszka Witkowska; Jasjit S. Suri (EMBC, 2012)

Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems. - U. Rajendra Acharya; Vinitha Sree S; Filippo Molinari; Luca Saba; Andrew Nicolaides; Shoaib Shafique; Jasjit S. Suri (EMBC, 2012)

Ovarian tumor characterization and classification: A class of GyneScan™ systems. - U. Rajendra Acharya; Vinitha Sree S; Luca Saba; Filippo Molinari; Stefano Guerriero; Jasjit S. Suri (EMBC, 2012)

Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems. - U. Rajendra Acharya; Vinitha Sree S; Muthu Rama Krishnan Mookiah; Luca Saba; Filippo Molinari; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (EMBC, 2012)

A CAD system for atherosclerotic plaque assessment. - David Afonso; José C. R. Seabra; Jasjit S. Suri; J. Miguel Sanches (EMBC, 2012)

Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population. - Filippo Molinari; Kristen M. Meiburger; Luca Saba; Giuseppe Ledda; Michele Anzidei; U. Rajendra Acharya; Guang Zeng; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (EMBC, 2012)

Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation. - Filippo Molinari; Kristen M. Meiburger; Luca Saba; Guang Zeng; U. Rajendra Acharya; Mario Piga; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (EMBC, 2012)

Automated diagnosis of epileptic EEG using entropies. - U. Rajendra Acharya; Filippo Molinari; Subbhuraam Vinitha Sree; Subhagata Chattopadhyay; Kwan Hoong Ng; Jasjit S. Suri (Biomed. Signal Process. Control., 2012)

ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; Filippo Molinari; Jasjit S. Suri (Comput. Methods Programs Biomed., 2012)

Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods. - Filippo Molinari; Kristen M. Meiburger; Luca Saba; U. Rajendra Acharya; Giuseppe Ledda; Guang Zeng; Sin Yee Stella Ho; Anil T. Ahuja; Suzanne C. Ho; Andrew Nicolaides; Jasjit S. Suri (Comput. Methods Programs Biomed., 2012)

Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; Peng Chuan Alvin Ang; Jasjit S. Suri (Expert Syst. Appl., 2012)

Application of Non-Linear and Wavelet Based Features for the Automated Identification of Epileptic EEG signals. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; Peng Chuan Alvin Ang; Ratna Yanti; Jasjit S. Suri (Int. J. Neural Syst., 2012)

Automated Diagnosis of Normal and Alcoholic EEG signals. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; Subhagata Chattopadhyay; Jasjit S. Suri (Int. J. Neural Syst., 2012)

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound. - U. Rajendra Acharya; Oliver Faust; Peng Chuan Alvin Ang; Subbhuraam Vinitha Sree; Filippo Molinari; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 2012)

Computer-Based Identification of Type 2 Diabetic Subjects with and Without Neuropathy Using Dynamic Planter Pressure and Principal Component Analysis. - U. Rajendra Acharya; Jasper Tong; Subbhuraam Vinitha Sree; Chua Kuang Chua; Peck Ha Tan; Dhanjoo N. Ghista; Subhagata Chattopadhyay; Kwan Hoong Ng; Jasjit S. Suri (J. Medical Syst., 2012)

Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review. - Oliver Faust; U. Rajendra Acharya; E. Y. K. Ng; Kwan Hoong Ng; Jasjit S. Suri (J. Medical Syst., 2012)

Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features. - Muthu Rama Krishnan Mookiah; U. Rajendra Acharya; Choo Min Lim; Andrea Petznick; Jasjit S. Suri (Knowl. Based Syst., 2012)

An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; Filippo Molinari; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2012)

Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration. - Filippo Molinari; Ganapathy Krishnamurthi; U. Rajendra Acharya; Subbhuraam Vinitha Sree; Guang Zeng; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2012)

Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database. - Filippo Molinari; Constantinos S. Pattichis; Guang Zeng; Luca Saba; U. Rajendra Acharya; Roberto Sanfilippo; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Image Process., 2012)

A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images. - Amin Katouzian; Elsa D. Angelini; Stephane G. Carlier; Jasjit S. Suri; Nassir Navab; Andrew F. Laine (IEEE Trans. Inf. Technol. Biomed., 2012)

Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India. - Filippo Molinari; Vipin Gupta; Poornima Prabhakaran; Kristen M. Meiburger; Luca Saba; U. Rajendra Acharya; Giuseppe Ledda; K. V. Radha Krishna; Gagandeep Kaur Walia; Sanjay Kinra; Andrew Nicolaides; Shah Ebrahim; et al. (EMBC, 2013)

Application of higher order spectra for accurate delineation of atrial arrhythmia. - Hari Prasad; Roshan Joy Martis; U. Rajendra Acharya; Lim Choo Min; Jasjit S. Suri (EMBC, 2013)

Application of higher order statistics for atrial arrhythmia classification. - Roshan Joy Martis; U. Rajendra Acharya; Hari Prasad; Chua Kuang Chua; Choo Min Lim; Jasjit S. Suri (Biomed. Signal Process. Control., 2013)

Automated identification of normal and diabetes heart rate signals using nonlinear measures. - U. Rajendra Acharya; Oliver Faust; Nahrizul Adib Kadri; Jasjit S. Suri; Wenwei Yu (Comput. Biol. Medicine, 2013)

Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers. - Luca Saba; Filippo Molinari; Kristen M. Meiburger; U. Rajendra Acharya; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2013)

Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; Peng Chuan Alvin Ang; Ganapathy Krishnamurthi; José C. R. Seabra; João M. Sanches; Jasjit S. Suri (Comput. Methods Programs Biomed., 2013)

Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; M. Muthu Rama Krishnan; Krishnananda Nayak; Shetty Ranjan; Pai Umesh; Jasjit S. Suri (Comput. Methods Programs Biomed., 2013)

Automated detection of diabetes using higher order spectral features extracted from heart rate signals. - G. Swapna; U. Rajendra Acharya; Subbhuraam Vinitha Sree; Jasjit S. Suri (Intell. Data Anal., 2013)

Ovarian Tumor Characterization and Classification Using Ultrasound - A New Online Paradigm. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; Luca Saba; Filippo Molinari; Stefano Guerriero; Jasjit S. Suri (J. Digit. Imaging, 2013)

Automated EEG analysis of epilepsy: A review. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; G. Swapna; Roshan Joy Martis; Jasjit S. Suri (Knowl. Based Syst., 2013)

Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform. - Donna Giri; U. Rajendra Acharya; Roshan Joy Martis; Subbhuraam Vinitha Sree; Teik-Cheng Lim; Thajudin Ahamed VI; Jasjit S. Suri (Knowl. Based Syst., 2013)

Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework. - Roshan Joy Martis; U. Rajendra Acharya; Choo Min Lim; Jasjit S. Suri (Knowl. Based Syst., 2013)

Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment. - U. Rajendra Acharya; Muthu Rama Krishnan Mookiah; Subbhuraam Vinitha Sree; David M. Afonso; João M. Sanches; Shoaib Shafique; Andrew Nicolaides; Luís Mendes Pedro; José Fernandes e Fernandes; Jasjit S. Suri (Medical Biol. Eng. Comput., 2013)

Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. - U. Rajendra Acharya; M. Muthu Rama Krishnan; Subbhuraam Vinitha Sree; João M. Sanches; Shoaib Shafique; Andrew Nicolaides; Luís Mendes Pedro; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2013)

Linear and nonlinear analysis of normal and CAD-affected heart rate signals. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; G. Swapna; Roshan Joy Martis; Nahrizul Adib Kadri; Jasjit S. Suri (Comput. Methods Programs Biomed., 2014)

A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation. - Samanta Rosati; Gabriella Balestra; Filippo Molinari; U. Rajendra Acharya; Jasjit S. Suri (Machine Learning in Healthcare Informatics, 2014)

First review on psoriasis severity risk stratification: An engineering perspective. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Comput. Biol. Medicine, 2015)

Exploring the color feature power for psoriasis risk stratification and classification: A data mining paradigm. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Comput. Biol. Medicine, 2015)

A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. - Tadashi Araki; Nobutaka Ikeda; Nilanjan Dey; Sayan Chakraborty; Luca Saba; Dinesh Kumar; Elisa Cuadrado Godia; Xiaoyi Jiang 001; Ajay Gupta; Petia Radeva; John R. Laird; Andrew Nicolaides; et al. (Comput. Methods Programs Biomed., 2015)

Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Expert Syst. Appl., 2015)

Magnetic resonance image denoising using nonlocal maximum likelihood paradigm in DCT-framework. - P. Krishna Kumar; P. Darshan; Sheethal Kumar; Rahul Ravindra; Jeny Rajan; Luca Saba; Jasjit S. Suri (Int. J. Imaging Syst. Technol., 2015)

Automatic Lung Segmentation Using Control Feedback System: Morphology and Texture Paradigm. - Norliza Mohd. Noor; Joel Chia Ming Than; Omar Mohd. Rijal; Rosminah M. Kassim; Ashari Yunus; Amir A. Zeki; Michele Anzidei; Luca Saba; Jasjit S. Suri (J. Medical Syst., 2015)

A novel approach to multiclass psoriasis disease risk stratification: Machine learning paradigm. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Biomed. Signal Process. Control., 2016)

Speckle reduction in medical ultrasound images using an unbiased non-local means method. - P. V. Sudeep; Palanisamy Ponnusamy; Jeny Rajan; Hediyeh Baradaran; Luca Saba; Ajay Gupta; Jasjit S. Suri (Biomed. Signal Process. Control., 2016)

Accurate cloud-based smart IMT measurement, its validation and stroke risk stratification in carotid ultrasound: A web-based point-of-care tool for multicenter clinical trial. - Luca Saba; Sumit K. Banchhor; Harman S. Suri; Narendra D. Londhe; Tadashi Araki; Nobutaka Ikeda; Klaudija Viskovic; Shoaib Shafique; John R. Laird; Ajay Gupta; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2016)

PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology. - Tadashi Araki; Nobutaka Ikeda; Devarshi Shukla; Pankaj Kumar Jain; Narendra D. Londhe; Vimal K. Shrivastava; Sumit K. Banchhor; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. - Tadashi Araki; Nobutaka Ikeda; Devarshi Shukla; Narendra D. Londhe; Vimal K. Shrivastava; Sumit K. Banchhor; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. - Sumit K. Banchhor; Tadashi Araki; Narendra D. Londhe; Nobutaka Ikeda; Petia Radeva; Ayman El-Baz; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

Automated stratification of liver disease in ultrasound: An online accurate feature classification paradigm. - Luca Saba; Nilanjan Dey; Amira S. Ashour; Sourav Samanta; Siddhartha Sankar Nath; Sayan Chakraborty; João M. Sanches; Dinesh Kumar; Rui Tato Marinho; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Comput. Methods Programs Biomed., 2016)

Reliability analysis of psoriasis decision support system in principal component analysis framework. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Data Knowl. Eng., 2016)

Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. - Tadashi Araki; Sumit K. Banchhor; Narendra D. Londhe; Nobutaka Ikeda; Petia Radeva; Devarshi Shukla; Luca Saba; Antonella Balestrieri; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Jasjit S. Suri (J. Medical Syst., 2016)

Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. - Tadashi Araki; P. Krishna Kumar; Harman S. Suri; Nobutaka Ikeda; Ajay Gupta; Luca Saba; Jeny Rajan; Francesco Lavra; Aditya M. Sharma 001; Shoaib Shafique; Andrew Nicolaides; John R. Laird; et al. (J. Medical Syst., 2016)

Effect of Watermarking on Diagnostic Preservation of Atherosclerotic Ultrasound Video in Stroke Telemedicine. - Nilanjan Dey; Soumyo Bose; Achintya Das; Sheli Sinha Chaudhuri; Luca Saba; Shoaib Shafique; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 2016)

Superharmonic Imaging for Medical Ultrasound: a Review. - Narendra D. Londhe; Jasjit S. Suri (J. Medical Syst., 2016)

Inter-observer Variability Analysis of Automatic Lung Delineation in Normal and Disease Patients. - Luca Saba; Joel Chia Ming Than; Norliza Mohd. Noor; Omar Mohd. Rijal; Rosminah M. Kassim; Ashari Yunus; Chuen Rue Ng; Jasjit S. Suri (J. Medical Syst., 2016)

Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. - Tadashi Araki; Pankaj Kumar Jain; Harman S. Suri; Narendra D. Londhe; Nobutaka Ikeda; Ayman El-Baz; Vimal K. Shrivastava; Luca Saba; Andrew Nicolaides; Shoaib Shafique; John R. Laird; Ajay Gupta; et al. (Comput. Biol. Medicine, 2017)

Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm. - Sumit K. Banchhor; Narendra D. Londhe; Tadashi Araki; Luca Saba; Petia Radeva; John R. Laird; Jasjit S. Suri (Comput. Biol. Medicine, 2017)

Well-balanced system for coronary calcium detection and volume measurement in a low resolution intravascular ultrasound videos. - Sumit K. Banchhor; Narendra D. Londhe; Tadashi Araki; Luca Saba; Petia Radeva; John R. Laird; Jasjit S. Suri (Comput. Biol. Medicine, 2017)

Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials. - Luca Saba; Sumit K. Banchhor; Narendra D. Londhe; Tadashi Araki; John R. Laird; Ajay Gupta; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2017)

Lung disease stratification using amalgamation of Riesz and Gabor transforms in machine learning framework. - Joel Chia Ming Than; Luca Saba; Norliza Mohd. Noor; Omar Mohd. Rijal; Rosminah M. Kassim; Ashari Yunus; Harman S. Suri; Michele Porcu; Jasjit S. Suri (Comput. Biol. Medicine, 2017)

Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment. - Nobutaka Ikeda; Nilanjan Dey; Aditya Sharma 001; Ajay Gupta; Soumyo Bose; Suvojit Acharjee; Shoaib Shafique; Elisa Cuadrado Godia; Tadashi Araki; Luca Saba; John R. Laird; Andrew Nicolaides; et al. (Comput. Methods Programs Biomed., 2017)

Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm. - Md. Maniruzzaman; Nishith Kumar; Md. Menhazul Abedin; Md. Shaykhul Islam; Harman S. Suri; Ayman S. El-Baz; Jasjit S. Suri (Comput. Methods Programs Biomed., 2017)

A novel and robust Bayesian approach for segmentation of psoriasis lesions and its risk stratification. - Vimal K. Shrivastava; Narendra D. Londhe; Rajendra S. Sonawane; Jasjit S. Suri (Comput. Methods Programs Biomed., 2017)

Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization. - Venkatanareshbabu Kuppili; Mainak Biswas; Aswini Sreekumar; Harman S. Suri; Luca Saba; Damodar Reddy Edla; Rui Tato Marinho; João Miguel Sanches; Jasjit S. Suri (J. Medical Syst., 2017)

Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm. - Luca Saba; Pankaj Kumar Jain; Harman S. Suri; Nobutaka Ikeda; Tadashi Araki; Bikesh Kumar Singh; Andrew Nicolaides; Shoaib Shafique; Ajay Gupta; John R. Laird; Jasjit S. Suri (J. Medical Syst., 2017)

Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. - P. Krishna Kumar; Tadashi Araki; Jeny Rajan; Luca Saba; Francesco Lavra; Nobutaka Ikeda; Aditya M. Sharma 001; Shoaib Shafique; Andrew Nicolaides; John R. Laird; Ajay Gupta; Jasjit S. Suri (Medical Biol. Eng. Comput., 2017)

Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review. - Sumit K. Banchhor; Narendra D. Londhe; Tadashi Araki; Luca Saba; Petia Radeva; Narendra N. Khanna; Jasjit S. Suri (Comput. Biol. Medicine, 2018)

Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort. - Mainak Biswas; Venkatanareshbabu Kuppili; Tadashi Araki; Damodar Reddy Edla; Elisa Cuadrado Godia; Luca Saba; Harman S. Suri; Tomaz Omerzu; John R. Laird; Narendra N. Khanna; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2018)

Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. - Elisa Cuadrado Godia; Md. Maniruzzaman; Tadashi Araki; Anudeep Puvvula; Md. Jahanur Rahman; Luca Saba; Harman S. Suri; Ajay Gupta; Sumit K. Banchhor; Jagjit S. Teji; Tomaz Omerzu; Narendra N. Khanna; et al. (Comput. Biol. Medicine, 2018)

Symtosis: A liver ultrasound tissue characterization and risk stratification in optimized deep learning paradigm. - Mainak Biswas; Venkatanareshbabu Kuppili; Damodar Reddy Edla; Harman S. Suri; Luca Saba; Rui Tato Marinho; J. Miguel Sanches; Jasjit S. Suri (Comput. Methods Programs Biomed., 2018)

State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. - P. Krishna Kumar; Tadashi Araki; Jeny Rajan; John R. Laird; Andrew Nicolaides; Jasjit S. Suri (Comput. Methods Programs Biomed., 2018)

Author Correction to: Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization. - Venkatanareshbabu Kuppili; Mainak Biswas; Aswini Sreekumar; Harman S. Suri; Luca Saba; Damodar Reddy Edla; Rui Tato Marinho; J. Miguel Sanches; Jasjit S. Suri (J. Medical Syst., 2018)

Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. - Md. Maniruzzaman; Md. Jahanur Rahman; Md. Al-MehediHasan; Harman S. Suri; Md. Menhazul Abedin; Ayman El-Baz; Jasjit S. Suri (J. Medical Syst., 2018)

Healthcare Text Classification System and its Performance Evaluation: A Source of Better Intelligence by Characterizing Healthcare Text. - Saurabh Kumar Srivastava; Sandeep Kumar Singh 001; Jasjit S. Suri (J. Medical Syst., 2018)

Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. - Elisa Cuadrado Godia; Ankush D. Jamthikar; Deep Gupta; Narendra N. Khanna; Tadashi Araki; Md. Maniruzzaman; Luca Saba; Andrew Nicolaides; Aditya Sharma 001; Tomaz Omerzu; Harman S. Suri; Ajay Gupta; et al. (Comput. Biol. Medicine, 2019)

Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study. - Narendra N. Khanna; Ankush D. Jamthikar; Deep Gupta; Andrew Nicolaides; Tadashi Araki; Luca Saba; Elisa Cuadrado Godia; Aditya Sharma 001; Tomaz Omerzu; Harman S. Suri; Ajay Gupta; Sophie Mavrogeni; et al. (Comput. Biol. Medicine, 2019)

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. - Md. Maniruzzaman; Md. Jahanur Rahman; Benojir Ahammed; Md. Menhazul Abedin; Harman S. Suri; Mainak Biswas; Ayman El-Baz; Petros Bangeas; Georgios Tsoulfas; Jasjit S. Suri (Comput. Methods Programs Biomed., 2019)

Effect of incremental feature enrichment on healthcare text classification system: A machine learning paradigm. - Saurabh Kumar Srivastava; Sandeep Kumar Singh 001; Jasjit S. Suri (Comput. Methods Programs Biomed., 2019)

Ranking of software developers based on expertise score for bug triaging. - Asmita Yadav; Sandeep Kumar Singh 001; Jasjit S. Suri (Inf. Softw. Technol., 2019)

Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk. - Mainak Biswas; Venkatanareshbabu Kuppili; Luca Saba; Damodar Reddy Edla; Harman S. Suri; Aditya Sharma 001; Elisa Cuadrado Godia; John R. Laird; Andrew Nicolaides; Jasjit S. Suri (Medical Biol. Eng. Comput., 2019)

Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0. - Narendra N. Khanna; Ankush D. Jamthikar; Deep Gupta; Tadashi Araki; Matteo Piga; Luca Saba; Carlo Carcassi; Andrew Nicolaides; John R. Laird; Harman S. Suri; Ajay Gupta; Sophie Mavrogeni; et al. (Medical Biol. Eng. Comput., 2019)

Effects of White Matter Hyperintensities on Brain Connectivity and Hippocampal Volume in Healthy Subjects According to Their Localization. - Michele Porcu; Annunziata Operamolla; Elisa Scapin; Paolo Garofalo; Francesco Destro; Alessandro Caneglias; Jasjit S. Suri; Andrea Falini; Giovanni Defazio; Francesco Marrosu; Luca Saba (Brain Connect., 2020)

Two-stage artificial intelligence model for jointly measurement of atherosclerotic wall thickness and plaque burden in carotid ultrasound: A screening tool for cardiovascular/stroke risk assessment. - Mainak Biswas; Luca Saba; Shubhro Chakrabartty; Narender N. Khanna; Hanjung Song; Harman S. Suri; Petros P. Sfikakis; Sophie Mavrogeni; Klaudija Viskovic; John R. Laird; Elisa Cuadrado Godia; Andrew Nicolaides; et al. (Comput. Biol. Medicine, 2020)

Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound. - Ankush D. Jamthikar; Deep Gupta; Luca Saba; Narendra N. Khanna; Klaudija Viskovic; Sophie Mavrogeni; John R. Laird; Naveed Sattar; Amer M. Johri; Gyan Pareek; Martin Miner; Petros P. Sfikakis; et al. (Comput. Biol. Medicine, 2020)

3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0. - Siva Skandha Sanagala; Suneet K. Gupta 001; Luca Saba; Vijaya Kumar Koppula; Amer M. Johri; Narendra N. Khanna; Sophie Mavrogeni; John R. Laird; Gyan Pareek; Martin Miner; Petros P. Sfikakis; Athanasios Protogerou; et al. (Comput. Biol. Medicine, 2020)

COVID-19 pathways for brain and heart injury in comorbidity patients: A role of medical imaging and artificial intelligence-based COVID severity classification: A review. - Jasjit S. Suri; Anudeep Puvvula; Mainak Biswas; Misha Majhail; Luca Saba; Gavino Faa; Inder M. Singh; Ronald Oberleitner; Monika Turk; Paramjit S. Chadha; Amer M. Johri; J. Miguel Sanches; et al. (Comput. Biol. Medicine, 2020)

Multiclass magnetic resonance imaging brain tumor classification using artificial intelligence paradigm. - Gopal S. Tandel; Antonella Balestrieri; Tanay Jujaray; Narender N. Khanna; Luca Saba; Jasjit S. Suri (Comput. Biol. Medicine, 2020)

A novel statistical mechanics-based metric for characterization of text documents. - Mainak Biswas; Shubhro Chakrabartty; Jasjit S. Suri; Hanjung Song (Comput. Electr. Eng., 2020)

Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort. - Ankush D. Jamthikar; Deep Gupta; Amer M. Johri; Laura E. Mantella; Luca Saba; Raghu Kolluri; Aditya M. Sharma 001; Vijay Viswanathan 001; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 2020)

A Mechanics-Based Similarity Measure for Text Classification in Machine Learning Paradigm. - Venkatanareshbabu Kuppili; Mainak Biswas; Damodar Reddy Edla; K. J. Ravi Prasad; Jasjit S. Suri (IEEE Trans. Emerg. Top. Comput. Intell., 2020)

Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. - Luca Saba; Mohit Agarwal 003; Anubhav Patrick; Anudeep Puvvula; Suneet K. Gupta 001; Alessandro Carriero; John R. Laird; George D. Kitas; Amer M. Johri; Antonella Balestrieri; Zeno Falaschi; Alessio Pasche; et al. (Int. J. Comput. Assist. Radiol. Surg., 2021)

Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound. - Pankaj Kumar Jain; Neeraj Sharma; Argiris A. Giannopoulos; Luca Saba; Andrew Nicolaides; Jasjit S. Suri (Comput. Biol. Medicine, 2021)

Artificial intelligence-based hybrid deep learning models for image classification: The first narrative review. - Biswajit Jena; Sanjay Saxena; Gopal Krishna Nayak; Luca Saba; Neeraj Sharma; Jasjit S. Suri (Comput. Biol. Medicine, 2021)

A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligence. - Jasjit S. Suri; Sushant Agarwal; Suneet K. Gupta 001; Anudeep Puvvula; Mainak Biswas; Luca Saba; Arindam Bit; Gopal S. Tandel; Mohit Agarwal 003; Anubhav Patrick; Gavino Faa; Inder M. Singh; et al. (Comput. Biol. Medicine, 2021)

A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework. - Mainak Biswas; Luca Saba; Tomaz Omerzu; Amer M. Johri; Narendra N. Khanna; Klaudija Viskovic; Sophie Mavrogeni; John R. Laird; Gyan Pareek; Martin Miner; Antonella Balestrieri; Petros P. Sfikakis; et al. (J. Digit. Imaging, 2021)

A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort. - Mohit Agarwal 003; Luca Saba; Suneet K. Gupta 001; Alessandro Carriero; Zeno Falaschi; Alessio Pasche; Pietro Danna; Ayman El-Baz; D. Subbaram Naidu; Jasjit S. Suri (J. Medical Syst., 2021)

Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application. - Mohit Agarwal 003; Luca Saba; Suneet K. Gupta 001; Amer M. Johri; Narendra N. Khanna; Sophie Mavrogeni; John R. Laird; Gyan Pareek; Martin Miner; Petros P. Sfikakis; Athanasios Protogerou; Aditya M. Sharma 001; et al. (Medical Biol. Eng. Comput., 2021)

A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application. - Luca Saba; Siva Skandha Sanagala; Suneet K. Gupta 001; Vijaya Kumar Koppula; John R. Laird; Vijay Viswanathan 001; Miguel J. Sanches; George D. Kitas; Amer M. Johri; Neeraj Sharma; Andrew Nicolaides; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2021)

Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. - Jasjit S. Suri; Sushant Agarwal; Suneet K. Gupta 001; Anudeep Puvvula; Klaudija Viskovic; Neha Suri; Azra Alizad; Ayman El-Baz; Luca Saba; Mostafa Fatemi; D. Subbaram Naidu (IEEE J. Biomed. Health Informatics, 2021)

Deep-learning Based Autoencoder Model for Label Distribution Learning. - Mainak Biswas; Jasjit S. Suri (CICBA, 2022)

Human activity recognition in artificial intelligence framework: a narrative review. - Neha Gupta; Suneet K. Gupta 001; Rajesh K. Pathak; Vanita Jain; Parisa Rashidi; Jasjit S. Suri (Artif. Intell. Rev., 2022)

Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0. - Mohit Agarwal 003; Sushant Agarwal; Luca Saba; Gian Luca Chabert; Suneet K. Gupta 001; Alessandro Carriero; Alessio Pasche; Pietro Danna; Armin Mehmedovic; Gavino Faa; Saurabh Shrivastava; Kanishka Jain; et al. (Comput. Biol. Medicine, 2022)

An artificial intelligence framework and its bias for brain tumor segmentation: A narrative review. - Suchismita Das; Gopal Krishna Nayak; Luca Saba; Mannudeep K. Kalra; Jasjit S. Suri; Sanjay Saxena (Comput. Biol. Medicine, 2022)

Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for stroke risk assessment. - Pankaj Kumar Jain; Neeraj Sharma; Mannudeep K. Kalra; Amer M. Johri; Luca Saba; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study. - Ankush D. Jamthikar; Deep Gupta; Amer M. Johri; Laura E. Mantella; Luca Saba; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization. - Amer M. Johri; Krishna V. Singh; Laura E. Mantella; Luca Saba; Aditya Sharma 001; John R. Laird; Kumar Utkarsh; Inder M. Singh; Suneet K. Gupta 001; Manudeep S. Kalra; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework. - Siva Skandha Sanagala; Andrew Nicolaides; Suneet K. Gupta 001; Vijaya Kumar Koppula; Luca Saba; Amer M. Johri; Manudeep S. Kalra; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

Understanding the bias in machine learning systems for cardiovascular disease risk assessment: The first of its kind review. - Jasjit S. Suri; Mrinalini Bhagawati; Sudip Paul; Athanasios Protogeron; Petros P. Sfikakis; George D. Kitas; Narendra N. Khanna; Zoltan Ruzsa; Aditya M. Sharma 001; Sanjay Saxena; Gavino Faa; Kosmas I. Paraskevas; et al. (Comput. Biol. Medicine, 2022)

NeoAI 1.0: Machine learning-based paradigm for prediction of neonatal and infant risk of death. - Jagjit S. Teji; Suneet Jain; Suneet K. Gupta 001; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

A novel genetic algorithm-based approach for compression and acceleration of deep learning convolution neural network: an application in computer tomography lung cancer data. - Siva Skandha Sanagala; Mohit Agarwal 003; Kumar Utkarsh; Suneet K. Gupta 001; Vijaya Kumar Koppula; Jasjit S. Suri (Neural Comput. Appl., 2022)

Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound. - Ankush D. Jamthikar; Deep Gupta; Laura E. Mantella; Luca Saba; Amer M. Johri; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2022)

UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and Bias. - Jasjit S. Suri; Mrinalini Bhagawati; Sushant Agarwal; Sudip Paul; Amit Pandey; Suneet K. Gupta 001; Luca Saba; Kosmas I. Paraskevas; Narendra N. Khanna; John R. Laird; Amer M. Johri; Manudeep K. Kalra; et al. (IEEE Access, 2023)

An artificial intelligence framework on software bug triaging, technological evolution, and future challenges: A review. - Naresh Kumar Nagwani; Jasjit S. Suri (Int. J. Inf. Manag. Data Insights, 2023)

Fused deep learning paradigm for the prediction of o6-methylguanine-DNA methyltransferase genotype in glioblastoma patients: A neuro-oncological investigation. - Sanjay Saxena; Biswajit Jena; Bibhabasu Mohapatra; Neha Gupta; Manudeep S. Kalra; Mario Scartozzi; Luca Saba; Jasjit S. Suri (Comput. Biol. Medicine, 2023)

Prediction of O-6-methylguanine-DNA methyltransferase and overall survival of the patients suffering from glioblastoma using MRI-based hybrid radiomics signatures in machine and deep learning framework. - Sanjay Saxena; Aaditya Agrawal; Prasad Dash; Biswajit Jena; Narendra N. Khanna; Sudip Paul; Mannudeep M. Kalra; Klaudija Viskovic; Mostafa M. Fouda; Luca Saba; Jasjit S. Suri (Neural Comput. Appl., 2023)

MultiNet 2.0: A lightweight attention-based deep learning network for stenosis measurement in carotid ultrasound scans and cardiovascular risk assessment. - Mainak Biswas; Luca Saba; Mannudeep K. Kalra; Rajesh Singh; José Fernandes e Fernandes; Vijay Viswanathan 001; John R. Laird; Laura E. Mantella; Amer M. Johri; Mostafa M. Fouda; Jasjit S. Suri (Comput. Medical Imaging Graph., 2024)

COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography. - Sushant Agarwal; Sanjay Saxena; Alessandro Carriero; Gian Luca Chabert; Gobinath Ravindran; Sudip Paul; John R. Laird; Deepak Garg 002; Mostafa Fatemi; Lopamudra Mohanty; Arun Kumar Dubey; Rajesh Singh; et al. (Frontiers Artif. Intell., 2024)

Artificial intelligence bias in medical system designs: a systematic review. - Ashish Kumar; Vivekanand Aelgani; Rubeena Vohra; Suneet K. Gupta 001; Mrinalini Bhagawati; Sudip Paul; Luca Saba; Neha Suri; Narendra N. Khanna; John R. Laird; Amer M. Johri; Manudeep Kalra; et al. (Multim. Tools Appl., 2024)

Blockchain, artificial intelligence, and healthcare: the tripod of future - a narrative review. - Archana Bathula; Suneet K. Gupta 001; Suresh Merugu; Luca Saba; Narendra N. Khanna; John R. Laird; Siva Skandha Sanagala; Rajesh Singh; Deepak Garg 002; Mostafa M. Fouda; Jasjit S. Suri (Artif. Intell. Rev., 2024)

A Generalized and Robust Nonlinear Approach based on Machine Learning for Intrusion Detection. - Jakiur Rahman; Jaskaran Singh; Soumen Nayak; Biswajit Jena; Lopamudra Mohanty; Narpinder Singh; John R. Laird; Rajesh Singh; Deepak Garg 002; Narendra N. Khanna; Mostafa M. Fouda; Luca Saba; et al. (Appl. Artif. Intell., 2024)

Attention-based hybrid deep learning models and its scientific validation for cardiovascular disease risk stratification. - Mrinalini Bhagawati; Siddharth Gupta; Sudip Paul; Laura E. Mantella; Amer M. Johri; John R. Laird; Ekta Tiwari; Narendra N. Khanna; Andrew Nicolaides; Rajesh Singh; Mustafa Al-Maini; Luca Saba; et al. (Biomed. Signal Process. Control., 2025)

Artificial intelligence-based multiclass diabetes risk stratification for big data embedded with explainability: From machine learning to attention models. - Ekta Tiwari; Siddharth Gupta; Anudeep Pavulla; Mustafa Al-Maini; Rajesh Singh; Esma R. Isenovic; Sumit Chaudhary; John L. Laird; Laura E. Mantella; Amer M. Johri; Luca Saba; Jasjit S. Suri (Biomed. Signal Process. Control., 2025)

Navigating the artificial intelligence revolution in neuro-oncology: A multidisciplinary viewpoint. - Sanjay Saxena; Soumyaranjan Panda; Ekta Tiwari; Rajesh Singh; Mostafa M. Fouda; Mannudeep K. Kalra; Ketan Kotecha; Luca Saba; Jasjit S. Suri (Neurocomputing, 2025)

Pruning techniques for artificial intelligence networks: a deeper look at their engineering design and bias: the first review of its kind. - Lopamudra Mohanty; Ashish Kumar; Vivek Mehta; Mohit Agarwal 003; Jasjit S. Suri (Multim. Tools Appl., 2025)

Deep ensembled voting framework for human activity recognition and validation on video sequences. - Neha Gupta; Suneet K. Gupta 001; Vanita Jain; Narpinder Singh; Jasjit S. Suri (Evol. Syst., 2025)

Optimal feature selection for medical image fusion using deep learning with transformer. - Disha Mohini Pathak; Tribhuwan Kumar Tewari; Siddharth Gupta; Mannudeep K. Kalra; Luca Saba; Andrew F. Laine; Jasjit S. Suri (Biomed. Signal Process. Control., 2026)