Kayvan Najarian

Craig A. Williamson

npj Digit. Medicine, 2021

Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity.

[BibT_eX]

[DOI]

Zhi Li

Kevin M. Wheelock

Sangeeta Lathkar-Pradhan

Hamid Ghanbari

BMC Medical Informatics Decis. Mak., 2021

Motion-based camera localization system in colonoscopy videos.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning.

[BibT_eX]

[DOI]

Entropy, 2021

Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics.

[BibT_eX]

[DOI]

Alexander Wood

Zaneta Nikolovska-Coleska

Delaram Kahrobaei

ACM Comput. Surv., 2021

A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure.

[BibT_eX]

[DOI]

CoRR, 2021

Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2021

Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Erratum to: Machine learning approaches and databases for prediction of drug-target interaction: a survey paper.

[BibT_eX]

[DOI]

Zaneta Nikolovska-Coleska

Briefings Bioinform., 2021

Machine learning approaches and databases for prediction of drug-target interaction: a survey paper.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Coupled matrix-matrix and coupled tensor-matrix completion methods for predicting drug-target interactions.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

Feature Selection for Privileged Modalities in Disease Classification.

[BibT_eX]

[DOI]

Marilia Yatabe

Proceedings of the Multimodal Learning for Clinical Decision Support, 2021

Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Learning for Clinical Decision Support, 2021

Web infrastructure for data management, storage and computation.

[BibT_eX]

[DOI]

Serge Brosset

Maxime Dumont

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers.

[BibT_eX]

[DOI]

Marilia Yatabe

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Automatic Segmentation of Mandibular Ramus and Condyles.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Automatic Segmentation of Dental Root Canal and Merging with Crown Shape.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Preprocessing Sequence Coverage Data for More Precise Detection of Copy Number Variations.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Motion-based Camera Localization System in Colonoscopy Videos.

[BibT_eX]

[DOI]

CoRR, 2020

Radial basis function kernel optimization for Support Vector Machine classifiers.

[BibT_eX]

[DOI]

Karl Thurnhofer-Hemsi

Ezequiel López-Rubio

Miguel A. Molina-Cabello

CoRR, 2020

Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers.

[BibT_eX]

[DOI]

James S. Wrobel

Comput. Biol. Medicine, 2020

Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome.

[BibT_eX]

[DOI]

BMC Medical Imaging, 2020

Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

Patient Specific Classification of Dental Root Canal and Crown Shape.

[BibT_eX]

[DOI]

Proceedings of the Shape in Medical Imaging - International Workshop, 2020

3D Auto-Segmentation of Mandibular Condyles.

[BibT_eX]

[DOI]

Marilia Yatabe

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors.

[BibT_eX]

[DOI]

Olivia Alge

Anna Kratz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Automated Classification of Osteosarcoma and Benign Tumors using RNA-seq and Plain X-ray.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2019

Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation.

[BibT_eX]

[DOI]

Sayed Mohammad Reza Soroushmehr

IEEE Trans. Circuits Syst. Video Technol., 2019

Real-time removal of impulse noise from MR images for radiosurgery applications.

[BibT_eX]

[DOI]

Int. J. Circuit Theory Appl., 2019

Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia.

[BibT_eX]

[DOI]

Entropy, 2019

Blind stereo image quality assessment inspired by brain sensory-motor fusion.

[BibT_eX]

[DOI]

Digit. Signal Process., 2019

BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks.

[BibT_eX]

[DOI]

Hamidreza Zarrabi

Pejman Khadivi

CoRR, 2019

Private naive bayes classification of personal biomedical data: Application in cancer data analysis.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2019

Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames.

[BibT_eX]

[DOI]

Reza Esfandiarpoor

Pejman Khadivi

Biomed. Signal Process. Control., 2019

Brain Hematoma Segmentation Using Active Learning and an Active Contour Model.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Markov Models for Detection of Ventricular Arrhythmia.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Diabetic Wound Segmentation using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Can Cui

Karl Thurnhofer-Hemsi

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Medical Diagnostics Based on Encrypted Medical Data.

[BibT_eX]

[DOI]

Delaram Kahrobaei

Proceedings of the Bio-inspired Information and Communication Technologies, 2019

Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries.

[BibT_eX]

[DOI]

Venkatakrishna Rajajee

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Decompensation Prediction in Hemodialysis by a Feedback Model as Identified by Miniature Wearable Sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018

Pyramidal modeling of geometric distortions for retargeted image quality evaluation.

[BibT_eX]

[DOI]

Weisi Lin

Multim. Tools Appl., 2018

Robust image watermarking scheme using bit-plane of hadamard coefficients.

[BibT_eX]

[DOI]

Elham Etemad

Multim. Tools Appl., 2018

Vessel segmentation and catheter detection in X-ray angiograms using superpixels.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2018

Adaptive Real-Time Removal of Impulse Noise in Medical Images.

[BibT_eX]

[DOI]

Zohreh HosseinKhani

J. Medical Syst., 2018

Adaptive image watermarking using human perception based fuzzy inference system.

[BibT_eX]

[DOI]

Maedeh Jamali

J. Intell. Fuzzy Syst., 2018

Retinal blood vessel segmentation for macula detachment surgery monitoring instruments.

[BibT_eX]

[DOI]

Int. J. Circuit Theory Appl., 2018

Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units.

[BibT_eX]

[DOI]

Fatemeh Afghah

Abolfazl Razi

Hamid Ghanbari

Entropy, 2018

ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks.

[BibT_eX]

[DOI]

Mahdi Ahmadi

Alireza Norouzi

CoRR, 2018

Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2018

Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference.

[BibT_eX]

[DOI]

Alireza Norouzi

CoRR, 2018

Liver segmentation in CT images using three dimensional to two dimensional fully connected network.

[BibT_eX]

[DOI]

CoRR, 2018

Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization.

[BibT_eX]

[DOI]

Reza Esfandiarpoor

CoRR, 2018

Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks.

[BibT_eX]

[DOI]

Atefe Rajaeefar

CoRR, 2018

Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification.

[BibT_eX]

[DOI]

Alexandr A. Kalinin

Gerald A. Higgins

Narathip Reamaroon

CoRR, 2018

Segmentation of vessels in angiograms using convolutional neural networks.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2018

Private-Key Fully Homomorphic Encryption for Private Classification.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Software - ICMS 2018, 2018

Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain.

[BibT_eX]

[DOI]

Hamidreza Zarrabi

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Hematoma Segmentation Using Dilated Convolutional Neural Network.

[BibT_eX]

[DOI]

Heming Yao

Craig A. Williamson

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours.

[BibT_eX]

[DOI]

Alexander Wood

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network.

[BibT_eX]

[DOI]

Mina Nasr-Esfahani

Majid Mohrekesh

Mojtaba Akbari

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Automatic Midline Shift Detection in Traumatic Brain Injury.

[BibT_eX]

[DOI]

Mohsen Hooshmand

Craig A. Williamson

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights.

[BibT_eX]

[DOI]

Mojtaba Akbari

Majid Mohrekesh

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network.

[BibT_eX]

[DOI]

Mojtaba Akbari

Majid Mohrekesh

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background.

[BibT_eX]

[DOI]

Mahdi Ahmadi

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Copy number variation detection using partial alignment information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Supraventricular Tachycardia Detection via Machine Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Classifying Osteosarcoma Using Meta-Analysis of Gene Expression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2017

Framework for robust blind image watermarking based on classification of attacks.

[BibT_eX]

[DOI]

M. Heidari

Multim. Tools Appl., 2017

Quality assessment of retargeted images by salient region deformity analysis.

[BibT_eX]

[DOI]

Weisi Lin

J. Vis. Commun. Image Represent., 2017

Surface area-based focus criterion for multi-focus image fusion.

[BibT_eX]

[DOI]

Iman Roosta

Inf. Fusion, 2017

Dense Fully Convolutional Network for Skin Lesion Segmentation.

[BibT_eX]

[DOI]

CoRR, 2017

Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception.

[BibT_eX]

[DOI]

Maedeh Jamali

Shima Rafiee

CoRR, 2017

Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications.

[BibT_eX]

[DOI]

Zohreh HosseinKhani

CoRR, 2017

Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma.

[BibT_eX]

[DOI]

M. Hossein Jafari

Int. J. Comput. Assist. Radiol. Surg., 2017

A proximity-based graph clustering method for the identification and application of transcription factor clusters.

[BibT_eX]

[DOI]

Maxwell T. Spadafore

Alan P. Boyle

BMC Bioinform., 2017

Fast exposure fusion using exposedness function.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches.

[BibT_eX]

[DOI]

Samuel Habbo-Gavin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Deep Convolutional Neural Networks for left ventricle segmentation.

[BibT_eX]

[DOI]

Mohammad Ebrahim Shiri

Kelsey Horan

Delaram Kahrobaei

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Classifying osteosarcoma patients using machine learning approaches.

[BibT_eX]

[DOI]

Zhi Li

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Noise cancellation for robust copy number variation detection using next generation sequencing data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Bias and Noise Cancellation for Robust Copy Number Variation Detection.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Estimation of peripheral artery radius using non-invasive sensors and Kalman filtering of local dynamics.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Boosted Dictionary Learning for Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Denoising by low-rank and sparse representations.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Toward practical guideline for design of image compression algorithms for biomedical applications.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Hand Gesture Recognition for Contactless Device Control in Operating Rooms.

[BibT_eX]

[DOI]

CoRR, 2016

Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Single image depth estimation using joint local-global features.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Radon transform inspired method for hand gesture recognition.

[BibT_eX]

[DOI]

M. Amin Khorsandi

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Skin lesion segmentation in clinical images using deep learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Real-time removal of random value impulse noise in medical images.

[BibT_eX]

[DOI]

Zohreh HosseinKhani

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Set of descriptors for skin cancer diagnosis using non-dermoscopic color images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Vessel segmentation in low contrast X-ray angiogram images.

[BibT_eX]

[DOI]

Banafsheh Felfelian

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Coherence regularized dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Boosted multi-scale dictionaries for image compression.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Depth estimation from single images using modified stacked generalization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Melanoma detection by analysis of clinical images using convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Vessel extraction in X-ray angiograms using deep learning.

[BibT_eX]

[DOI]

Banafsheh Felfeliyan

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided.

[BibT_eX]

[DOI]

Frederick K. Korley

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Hardware image assessment for wireless endoscopy capsules.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic segmentation of multimodal brain tumor images based on classification of super-voxels.

[BibT_eX]

[DOI]

Angelo All

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Robust watermarking in non-ROI of medical images based on DCT-DWT.

[BibT_eX]

[DOI]

Maedeh Jamali

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic detection of melanoma using broad extraction of features from digital images.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Liver segmentation using location and intensity probabilistic atlases.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Quantitative measurement of vasculature in coronary angiogram videos.

[BibT_eX]

[DOI]

Abhishek Bafna

S. Sinha

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries.

[BibT_eX]

[DOI]

Pavani Davuluri

J. Medical Syst., 2015

A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection.

[BibT_eX]

[DOI]

Fatemeh Afghah

Abolfazl Razi

CoRR, 2015

Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2015

A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm.

[BibT_eX]

[DOI]

Fatemeh Afghah

Abolfazl Razi

Hamid Ghanbari

Proceedings of the Smart Health - International Conference, 2015

Low-rank regularized collaborative filtering for image denoising.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Bone extraction in X-ray images by analysis of line fluctuations.

[BibT_eX]

[DOI]

S. Kazeminia

Behzad Mirmahboub

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Vessel region detection in coronary X-ray angiograms.

[BibT_eX]

[DOI]

S. Sinha

S. Mohamad Reza Soroushmehr

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

CT image segmentation in traumatic brain injury.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Adaptive stereo medical image watermarking using non-corresponding blocks.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Region of interest extraction for lossless compression of bone X-ray images.

[BibT_eX]

[DOI]

Salome Kazeminia

Harm Derksen

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Robust catheter identification and tracking in X-ray angiographic sequences.

[BibT_eX]

[DOI]

Harm Derksen

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-modal Integrated Approach towards Reducing False Arrhythmia Alarms During Continuous Patient Monitoring: the PhysioNet Challenge 2015.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2015

2014

Rule-based Computer Aided Decision Making for Traumatic Brain Injuries.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Healthcare Informatics, 2014

Bone segmentation and 3D visualization of CT images for traumatic pelvic injuries.

[BibT_eX]

[DOI]

Jie Wu

Charles Cockrell

Yang Tang

Int. J. Imaging Syst. Technol., 2014

An automated dental caries detection and scoring system for optical images of tooth occlusal surface.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Blood loss severity prediction using game theoretic based feature selection.

[BibT_eX]

[DOI]

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

Predictability of intracranial pressure level in traumatic brain injury: features extraction, statistical analysis and machine learning-based evaluation.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2013

An Entropy-Based Automated Cell Nuclei Segmentation and Quantification: Application in Analysis of Wound Healing Process.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

Biomedical Signal and Image Processing for Clinical Decision Support Systems.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

Intracranial pressure (ICP) level estimation using textural features of brain CT images.

[BibT_eX]

[DOI]

Babak Seyed Aghazadeh

Morteza Khaleghi

Ramana Pidaparti

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

Automated Intracranial Pressure Prediction Using Multiple Features Sources.

[BibT_eX]

[DOI]

Charles Cockrell

Proceedings of the International Conference on Information Science and Applications, 2013

2012

Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2012

Fracture Detection in Traumatic Pelvic CT Images.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2012

Hemorrhage Detection and Segmentation in Traumatic Pelvic Injuries.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2012

An Automated Optimal Engagement and Attention Detection System Using Electrocardiogram.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2012

An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion.

[BibT_eX]

[DOI]

Sumeyra U. Demir

Roya Hakimzadeh

Eric V. Myer

BMC Medical Imaging, 2012

2011

Confidence-based classification with dynamic conformal prediction and its applications in biomedicine.

[BibT_eX]

[DOI]

Yurong Luo

Abed Al-Raoof Bsoul

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

An automated method for hemorrhage detection in traumatic pelvic injuries.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

ε-tube regression: A new method for motion artifact reduction.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A new hierarchical method for multi-level segmentation of bone in pelvic CT scans.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Fracture detection and quantitative measure of displacement in pelvic CT images.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

A hybrid approach for hemorrhage segmentation in pelvic CT scans.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

A physiological signal processing system for optimal engagement and attention detection.

[BibT_eX]

[DOI]

Rosalyn S. Hobson

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Reduction of periodic motion artifacts from impedance plethysmography.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010

A Signal Processing Method to Explore Similarity in Protein Flexibility.

[BibT_eX]

[DOI]

Adv. Bioinformatics, 2010

Employing Decoding of Specific Error Correcting Codes as a New Classification Criterion in Multiclass Learning Problems.

[BibT_eX]

[DOI]

Yurong Luo

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Actual Midline Estimation from Brain CT Scan Using Multiple Regions Shape Matching.

[BibT_eX]

[DOI]

Wenan Chen

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Texture Analysis of Brain CT Scans for ICP Prediction.

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Detection of fracture and quantitative assessment of displacement measures in pelvic X-RAY images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Predicting pelvic trauma severity using features extracted from records and X-ray and CT images.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

A time-series approach for shock outcome prediction using machine learning.

[BibT_eX]

[DOI]

Sharad Shandilya

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

A unified signal processing and machine learning method for detection of abnormal heart beats using Electrocardiogram.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Impedance plethysmography on the arms: Respiration monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

2009

Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2009

A hierarchical method based on active shape models and directed Hough transform for segmentation of noisy biomedical images; application in segmentation of pelvic X-ray images.

[BibT_eX]

[DOI]

Rebecca Smith

BMC Medical Informatics Decis. Mak., 2009

Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia.

[BibT_eX]

[DOI]

Soo-Yeon Ji

BMC Medical Informatics Decis. Mak., 2009

A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2009

Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2009

Processing of Transcranial Doppler for Assessment of Blood Volume Loss.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-Ray Images.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008

Interactive visual analysis of time-series microarray data.

[BibT_eX]

[DOI]

Vis. Comput., 2008

Outcome prediction in traumatic pelvic injuries using maximum similarity and quality measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

2007

Biomedical Image Segmentation Based on Shape Stability.

[BibT_eX]

[DOI]

Zhong Li

Proceedings of the International Conference on Image Processing, 2007

A Comparative Medical Informatics Approach to Traumatic Pelvic Injuries.

[BibT_eX]

[DOI]

Soo-Yeon Ji

Toan Huynh

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

An intelligent method for computer-aided trauma decision making system.

[BibT_eX]

[DOI]

Soo-Yeon Ji

Toan Huynh

Christopher N. Eichelberger

Proceedings of the 45th Annual Southeast Regional Conference, 2007

2006

Simulating protein computing: character recognition via probabilistic transition trees.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

2005

A Fixed-Distribution PAC Learning Theory for Neural FIR Models.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2005

Signal processing for functional analysis of protein mutants.

[BibT_eX]

[DOI]

R. H. Zadeh

Int. J. Bioinform. Res. Appl., 2005

System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways.

[BibT_eX]

Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004

A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data.

[BibT_eX]

[DOI]

BMC Bioinform., 2004

Robust Segmentation Using Parametric and Nonparametric Local Spatial Posteriors.

[BibT_eX]

[DOI]

EunSang Bak

Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Domain conversion with local posteriors for image segmentation.

[BibT_eX]

[DOI]

EunSang Bak

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Computational Analysis and Classification of p53 Mutants According to Primary Structure.

[BibT_eX]

[DOI]

R. H. Zadeh

Alireza Darvish

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

A New Hierarchical Method for Identification of Dynamic Regulatory Pathways from Time-Series DNA Microarray Data.

[BibT_eX]

[DOI]

Alireza Darvish

EunSang Bak

R. H. Zadeh

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003

Accessing Video Contents through Key Objects over IP.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2003

Prediction of Protein Function Using Signal Processing of Biochemical Properties.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

2002

Learning Based Complexity Evaluation of Radial Basis Function Networks.

[BibT_eX]

[DOI]

Neural Process. Lett., 2002

FIR Volterra kernel neural models and PAC learning.

[BibT_eX]

[DOI]

Complex., 2002

Adaptive load control algorithms for 3<sup>rd</sup> generation mobile networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2002

Process Mapping and Functional Correlation in Surface Metrology: A Novel Clustering Application.

[BibT_eX]

[DOI]

B. Muralikrishnan

J. Raja

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

On learning of Sigmoid Neural Networks.

[BibT_eX]

[DOI]

Complex., 2001

On learning and computational complexity of FIR radial basis function networks. Part II. Complexity measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

On learning and computational complexity of FIR radial basis function networks. Part I. Learning of FIR RBFN's.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Neural ARX Models and PAC Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2000

1999

A learning-theory-based training algorithm for variable-structure dynamic neural modeling.

[BibT_eX]

[DOI]