Block matching algorithm based on local codirectionality of blocks. - S. Mohamad R. Soroushmehr; Shadrokh Samavi; Shahram Shirani (ICME, 2009)

Visual sensor network lifetime maximization by prioritized scheduling of nodes. - Mohsen Hooshmand; S. Mohamad R. Soroushmehr; Pejman Khadivi; Shadrokh Samavi; Shahram Shirani (J. Netw. Comput. Appl., 2013)

Frame rate up-conversion using nonparametric estimator. - Roozbeh Dehghannasiri; S. M. Reza Soroushmehr; Shahram Shirani (ICIP, 2014)

Multi-view video super-resolution for hybrid cameras using modified NLM and adaptive thresholding. - Robert Lengyel; S. M. Reza Soroushmehr; Shahram Shirani (ICIP, 2014)

Simple and efficient motion estimation algorithm by continuum search. - S. M. Reza Soroushmehr; Shadrokh Samavi; Shahram Shirani (Multim. Tools Appl., 2014)

Robust catheter identification and tracking in X-ray angiographic sequences. - Hamid R. Fazlali; Nader Karimi; S. Mohamad R. Soroushmehr; Shadrokh Samavi; Brahmajee K. Nallamothu; Harm Derksen; Kayvan Najarian (EMBC, 2015)

Region of interest extraction for lossless compression of bone X-ray images. - Salome Kazeminia; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Harm Derksen; Kayvan Najarian (EMBC, 2015)

Adaptive stereo medical image watermarking using non-corresponding blocks. - Hoda Mohaghegh; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (EMBC, 2015)

Vessel region detection in coronary X-ray angiograms. - Hamid R. Fazlali; Nader Karimi; S. Mohamad R. Soroushmehr; S. Sinha; Shadrokh Samavi; Brahmajee K. Nallamothu; Kayvan Najarian (ICIP, 2015)

Bone extraction in X-ray images by analysis of line fluctuations. - Salome Kazeminia; Nader Karimi; Behzad Mirmahboub; S. Mohamad R. Soroushmehr; Shadrokh Samavi; Kayvan Najarian (ICIP, 2015)

Low-rank regularized collaborative filtering for image denoising. - Mansour Nejati; Shadrokh Samavi; S. M. Reza Soroushmehr; Kayvan Najarian (ICIP, 2015)

A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm. - Fatemeh Afghah; Abolfazl Razi; S. M. Reza Soroushmehr; Somayeh Molaei; Hamid Ghanbari; Kayvan Najarian (ICSH, 2015)

Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. - S. M. Reza Soroushmehr; Pavani Davuluri; Somayeh Molaei; Rosalyn Hobson Hargraves; Yang Tang; Charles H. Cockrell; Kevin Ward; Kayvan Najarian (J. Medical Syst., 2015)

Quantitative measurement of vasculature in coronary angiogram videos. - S. Mohamad R. Soroushmehr; Abhishek Bafna; S. Sinha; Brahmajee K. Nallamothu; Kevin Ward; Kayvan Najarian (BHI, 2016)

Liver segmentation using location and intensity probabilistic atlases. - Negar Farzaneh; Shadrokh Samavi; S. M. Reza Soroushmehr; Hirenkumar Patel; Samuel Habbo-Gavin; David Paul Fessell; Kevin R. Ward; Kayvan Najarian (EMBC, 2016)

Automatic detection of melanoma using broad extraction of features from digital images. - Mohammad H. Jafari 001; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Robust watermarking in non-ROI of medical images based on DCT-DWT. - Maedeh Jamali; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. - Mahsa Kadkhodaei; Shadrokh Samavi; Nader Karimi; Hoda Mohaghegh; S. Mohamad R. Soroushmehr; Kevin Ward; Angelo All; Kayvan Najarian (EMBC, 2016)

Hardware image assessment for wireless endoscopy capsules. - M. Amin Khorsandi; Nader Karimi; Shadrokh Samavi; Mohsen Hajabdollahi; S. Mohamad R. Soroushmehr; Kevin Ward; Kayvan Najarian (EMBC, 2016)

A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. - Somayeh Molaei; Frederick K. Korley; S. M. Reza Soroushmehr; Hayley Falk; Haris I. Sair; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Vessel extraction in X-ray angiograms using deep learning. - Ebrahim Nasr-Esfahani; Shadrokh Samavi; Nader Karimi; S. M. Reza Soroushmehr; Kevin Ward; Mohammad H. Jafari 001; Banafsheh Felfeliyan; Brahmajee K. Nallamothu; Kayvan Najarian (EMBC, 2016)

Melanoma detection by analysis of clinical images using convolutional neural network. - Ebrahim Nasr-Esfahani; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Mohammad H. Jafari 001; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Depth estimation from single images using modified stacked generalization. - Hoda Mohaghegh; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Kayvan Najarian (ICASSP, 2016)

Boosted multi-scale dictionaries for image compression. - Mansour Nejati; Shadrokh Samavi; Nader Karimi; S. M. Reza Soroushmehr; Kayvan Najarian (ICASSP, 2016)

Coherence regularized dictionary learning. - Mansour Nejati; Shadrokh Samavi; S. M. Reza Soroushmehr; Kayvan Najarian (ICASSP, 2016)

Vessel segmentation in low contrast X-ray angiogram images. - Banafsheh Felfelian; Hamid R. Fazlali; Nader Karimi; S. Mohamad R. Soroushmehr; Shadrokh Samavi; Brahmajee K. Nallamothu; Kayvan Najarian (ICIP, 2016)

Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. - Mohammad H. Jafari 001; Shadrokh Samavi; S. Mohamad R. Soroushmehr; Hoda Mohaghegh; Nader Karimi; Kayvan Najarian (ICIP, 2016)

Real-time removal of random value impulse noise in medical images. - Zohreh HosseinKhani; Nader Karimi; S. Mohamad R. Soroushmehr; Mohsen Hajabdollahi; Shadrokh Samavi; Kevin Ward; Kayvan Najarian (ICPR, 2016)

Skin lesion segmentation in clinical images using deep learning. - Mohammad H. Jafari 001; Nader Karimi; Ebrahim Nasr-Esfahani; Shadrokh Samavi; S. Mohamad R. Soroushmehr; Kevin R. Ward; Kayvan Najarian (ICPR, 2016)

Radon transform inspired method for hand gesture recognition. - M. Amin Khorsandi; Nader Karimi; S. Mohamad R. Soroushmehr; Mohsen Hajabdollahi; Shadrokh Samavi; Kevin Ward; Kayvan Najarian (ICPR, 2016)

Single image depth estimation using joint local-global features. - Hoda Mohaghegh; Nader Karimi; S. Mohamad R. Soroushmehr; Shadrokh Samavi; Kayvan Najarian (ICPR, 2016)

Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. - Mohammad H. Jafari 001; Ebrahim Nasr-Esfahani; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (CoRR, 2016)

Hand Gesture Recognition for Contactless Device Control in Operating Rooms. - Ebrahim Nasr-Esfahani; Nader Karimi; S. M. Reza Soroushmehr; M. Hossein Jafari; M. Amin Khorsandi; Shadrokh Samavi; Kayvan Najarian (CoRR, 2016)

Toward practical guideline for design of image compression algorithms for biomedical applications. - Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr; Shahram Shirani; Kayvan Najarian (Expert Syst. Appl., 2016)

Boosted Dictionary Learning for Image Compression. - Mansour Nejati; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Kayvan Najarian (IEEE Trans. Image Process., 2016)

Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. - Negar Farzaneh; S. M. Reza Soroushmehr; Craig A. Williamson; Cheng Jiang 003; Ashok Srinivasan; Jayapalli R. Bapuraj; Kevin R. Ward; Frederick K. Korley; Kayvan Najarian (EMBC, 2017)

Classifying osteosarcoma patients using machine learning approaches. - Zhi Li; S. M. Reza Soroushmehr; Yingqi Hua; Min Mao; Yunping Qiu; Kayvan Najarian (EMBC, 2017)

Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors. - Nasrin Tavakoli; Maryam Karimi; Mansour Nejati; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (EMBC, 2017)

Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. - Negar Farzaneh; Samuel Habbo-Gavin; S. M. Reza Soroushmehr; Hirenkumar Patel; David Paul Fessell; Kevin R. Ward; Kayvan Najarian (ICASSP, 2017)

Fast exposure fusion using exposedness function. - Mansour Nejati; Maryam Karimi; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (ICIP, 2017)

Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. - M. Hossein Jafari; Ebrahim Nasr-Esfahani; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (Int. J. Comput. Assist. Radiol. Surg., 2017)

Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications. - Zohreh HosseinKhani; Mohsen Hajabdollahi; Nader Karimi; S. M. Reza Soroushmehr; Shahram Shirani; Shadrokh Samavi; Kayvan Najarian (CoRR, 2017)

1D Modeling of Sensor Selection Problem for Weak Barrier Coverage and Gap Mending in Wireless Sensor Networks. - Hamed Sadeghi; Sayed Mohammad Reza Soroushmehr; Shahrokh Valaee; Shahram Shirani; Shadrokh Samavi (CoRR, 2017)

Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception. - Maedeh Jamali; Shima Rafiee; S. M. Reza Soroushmehr; Nader Karimi; Shahram Shirani; Kayvan Najarian; Shadrokh Samavi (CoRR, 2017)

Power Aware Visual Sensor Network for Wildlife Habitat Monitoring. - Mohsen Hooshmand; Shadrokh Samavi; S. M. Reza Soroushmehr (CoRR, 2017)

Dense Fully Convolutional Network for Skin Lesion Segmentation. - Ebrahim Nasr-Esfahani; Shima Rafiee; Mohammad H. Jafari 001; Nader Karimi; James S. Wrobel; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (CoRR, 2017)

Surface area-based focus criterion for multi-focus image fusion. - Mansour Nejati; Shadrokh Samavi; Nader Karimi; S. M. Reza Soroushmehr; Shahram Shirani; Iman Roosta; Kayvan Najarian (Inf. Fusion, 2017)

Quality assessment of retargeted images by salient region deformity analysis. - Maryam Karimi; Shadrokh Samavi; Nader Karimi; S. M. Reza Soroushmehr; Weisi Lin; Kayvan Najarian (J. Vis. Commun. Image Represent., 2017)

Framework for robust blind image watermarking based on classification of attacks. - M. Heidari; Shadrokh Samavi; S. Mohamad R. Soroushmehr; Shahram Shirani; Nader Karimi; Kayvan Najarian (Multim. Tools Appl., 2017)

Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images. - Maryam Karimi; Mansour Nejati; S. M. Reza Soroushmehr; Shadrokh Samavi; Nader Karimi; Kayvan Najarian (IEEE Trans. Multim., 2017)

Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. - Mahdi Ahmadi; Ali Emami; Mohsen Hajabdollahi; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (EMBC, 2018)

Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. - Mojtaba Akbari; Majid Mohrekesh; Ebrahim Nasr-Esfahani; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (EMBC, 2018)

Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights. - Mojtaba Akbari; Majid Mohrekesh; Shima Rafiei; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (EMBC, 2018)

Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling. - Negar Farzaneh; S. M. Reza Soroushmehr; Hirenkumar Patel; Alexander Wood; Jonathan Gryak; David Paul Fessell; Kayvan Najarian (EMBC, 2018)

Automatic Midline Shift Detection in Traumatic Brain Injury. - Mohsen Hooshmand; S. M. Reza Soroushmehr; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. - Mina Nasr-Esfahani; Majid Mohrekesh; Mojtaba Akbari; S. M. Reza Soroushmehr; Ebrahim Nasr-Esfahani; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (EMBC, 2018)

Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. - Alexander Wood; S. M. Reza Soroushmehr; Negar Farzaneh; David Paul Fessell; Kevin R. Ward; Jonathan Gryak; Delaram Kahrobaei; Kayvan Najarian (EMBC, 2018)

Hematoma Segmentation Using Dilated Convolutional Neural Network. - Heming Yao; Craig A. Williamson; S. M. Reza Soroushmehr; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. - Hamidreza Zarrabi; Mohsen Hajabdollahi; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (EMBC, 2018)

Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. - Mojtaba Akbari; Majid Mohrekesh; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (ICIP, 2018)

Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (ICIP, 2018)

Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network. - Shima Rafiei; Ebrahim Nasr-Esfahani; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (ICIP, 2018)

Segmentation of vessels in angiograms using convolutional neural networks. - Ebrahim Nasr-Esfahani; Nader Karimi; Mohammad H. Jafari 001; S. Mohamad R. Soroushmehr; Shadrokh Samavi; Brahmajee K. Nallamothu; Kayvan Najarian (Biomed. Signal Process. Control., 2018)

Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. - Alexandr A. Kalinin; Gerald A. Higgins; Narathip Reamaroon; S. M. Reza Soroushmehr; Ari Allyn-Feuer; Ivo D. Dinov; Kayvan Najarian; Brian D. Athey (CoRR, 2018)

Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks. - Atefe Rajaeefar; Ali Emami; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (CoRR, 2018)

Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. - Mohsen Hajabdollahi; Reza Esfandiarpoor; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (CoRR, 2018)

Liver segmentation in CT images using three dimensional to two dimensional fully connected network. - Shima Rafiei; Ebrahim Nasr-Esfahani; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (CoRR, 2018)

Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. - Alireza Norouzi; Ali Emami; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (CoRR, 2018)

Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Elyas Sabeti; Nader Karimi; Kayvan Najarian; S. M. Reza Soroushmehr; Shadrokh Samavi (CoRR, 2018)

ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks. - Mahdi Ahmadi; Alireza Norouzi; S. M. Reza Soroushmehr; Nader Karimi; Kayvan Najarian; Shadrokh Samavi; Ali Emami (CoRR, 2018)

Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units. - Fatemeh Afghah; Abolfazl Razi; S. Mohamad R. Soroushmehr; Hamid Ghanbari; Kayvan Najarian (Entropy, 2018)

Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. - Mohsen Hajabdollahi; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (Int. J. Circuit Theory Appl., 2018)

Adaptive image watermarking using human perception based fuzzy inference system. - Maedeh Jamali; Shima Rafiei; S. M. Reza Soroushmehr; Nader Karimi; Shahram Shirani; Kayvan Najarian; Shadrokh Samavi (J. Intell. Fuzzy Syst., 2018)

Adaptive Real-Time Removal of Impulse Noise in Medical Images. - Zohreh HosseinKhani; Mohsen Hajabdollahi; Nader Karimi; S. Mohamad R. Soroushmehr; Shahram Shirani; Kayvan Najarian; Shadrokh Samavi (J. Medical Syst., 2018)

Vessel segmentation and catheter detection in X-ray angiograms using superpixels. - Hamid R. Fazlali; Nader Karimi; S. M. Reza Soroushmehr; Shahram Shirani; Brahmajee K. Nallamothu; Kevin R. Ward; Shadrokh Samavi; Kayvan Najarian (Medical Biol. Eng. Comput., 2018)

Robust image watermarking scheme using bit-plane of hadamard coefficients. - Elham Etemad; Shadrokh Samavi; S. M. Reza Soroushmehr; Nader Karimi; Mohammad Etemad; Shahram Shirani; Kayvan Najarian (Multim. Tools Appl., 2018)

Pyramidal modeling of geometric distortions for retargeted image quality evaluation. - Maryam Karimi; Shadrokh Samavi; Nader Karimi; S. M. Reza Soroushmehr; Weisi Lin; Kayvan Najarian (Multim. Tools Appl., 2018)

Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. - Cheng Jiang 003; Jie Cao 015; Craig A. Williamson; Negar Farzaneh; Venkatakrishna Rajajee; Jonathan Gryak; Kayvan Najarian; S. M. Reza Soroushmehr (BIBM, 2019)

Medical Diagnostics Based on Encrypted Medical Data. - Alexey Gribov; Kelsey Horan; Jonathan Gryak; Kayvan Najarian; Vladimir Shpilrain; S. M. Reza Soroushmehr; Delaram Kahrobaei (BICT, 2019)

Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. - Mahnoosh Bagheri; Majid Mohrekesh; Milad Tehrani; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Diabetic Wound Segmentation using Convolutional Neural Networks. - Can Cui; Karl Thurnhofer-Hemsi; Reza Soroushmehr; Abinash Mishra; Jonathan Gryak; Enrique Domínguez; Kayvan Najarian; Ezequiel López-Rubio (EMBC, 2019)

Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. - Shima Rafiei; Nader Karimi; Behzad Mirmahboub; Kayvan Najarian; Banafsheh Felfeliyan; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. - Safiyeh Rezaei; Ali Emami; Hamidreza Zarrabi; Shima Rafiei; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. - Zahra Sobhaninia; Shima Rafiei; Ali Emami; Nader Karimi; Kayvan Najarian; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. - S. M. Reza Soroushmehr; Krishna Rajajee; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian; Kevin Ward; Mohamad Hakam Tiba (EMBC, 2019)

Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. - Heming Yao; Ryan W. Stidham; Reza Soroushmehr; Jonathan Gryak; Kayvan Najarian (EMBC, 2019)

Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. - Alireza Norouzi; Ali Emami; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (ICASSP, 2019)

Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Pejman Khadivi; S. M. Reza Soroushmehr; Nader Karimi; Kayvan Najarian; Shadrokh Samavi (Biomed. Signal Process. Control., 2019)

Dense pooling layers in fully convolutional network for skin lesion segmentation. - Ebrahim Nasr-Esfahani; Shima Rafiei; Mohammad H. Jafari 001; Nader Karimi; James S. Wrobel; Shadrokh Samavi; S. M. Reza Soroushmehr (Comput. Medical Imaging Graph., 2019)

BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. - Hamidreza Zarrabi; Ali Emami; Pejman Khadivi; S. M. Reza Soroushmehr; Nader Karimi; Kayvan Najarian; Shadrokh Samavi (CoRR, 2019)

Blind stereo image quality assessment inspired by brain sensory-motor fusion. - Maryam Karimi; Najmeh Soltanian; Shadrokh Samavi; Kayvan Najarian; Nader Karimi; S. M. Reza Soroushmehr (Digit. Signal Process., 2019)

Real-time removal of impulse noise from MR images for radiosurgery applications. - Zohreh HosseinKhani; Mohsen Hajabdollahi; Nader Karimi; Kayvan Najarian; Ali Emami; Shahram Shirani; Shadrokh Samavi; Sayed Mohammad Reza Soroushmehr (Int. J. Circuit Theory Appl., 2019)

Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. - Hoda Mohaghegh; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi; Kayvan Najarian (IEEE Trans. Circuits Syst. Video Technol., 2019)

Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. - Olivia Alge; S. M. Reza Soroushmehr; Jonathan Gryak; Anna Kratz; Kayvan Najarian (EMBC, 2020)

3D Auto-Segmentation of Mandibular Condyles. - Serge Brosset; Maxime Dumont; Jonas Bianchi; Antonio C. Ruellas; Lucia H. S. Cevidanes; Marilia Yatabe; João Roberto Gonçalves; Erika Benavides; Fabiana Soki; Beatriz Paniagua; Juan Prieto 001; Kayvan Najarian; et al. (EMBC, 2020)

Patient Specific Classification of Dental Root Canal and Crown Shape. - Maxime Dumont; Juan-Carlos Prieto 001; Serge Brosset; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Marcela Gurgel; Camila Massaro; Aron Aliaga Del Castillo; Marcos Ioshida; Marilia Yatabe; Erika Benavides; et al. (ShapeMI@MICCAI, 2020)

Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Elyas Sabeti; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi (Biomed. Signal Process. Control., 2020)

Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. - Renaid B. Kim; Jonathan Gryak; Abinash Mishra; Can Cui; S. M. Reza Soroushmehr; Kayvan Najarian; James S. Wrobel (Comput. Biol. Medicine, 2020)

Simplification of neural networks for skin lesion image segmentation using color channel pruning. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Pejman Khadivi; Sayed Mohammad Reza Soroushmehr; Nader Karimi; Shadrokh Samavi (Comput. Medical Imaging Graph., 2020)

Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. - Romain Deleat-Besson; Celia Le; Najla Al Turkestani; Winston Zhang; Maxime Dumont; Serge Brosset; Juan Carlos Prieto 001; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Marcela Gurgel; Camila Massaro; et al. (EMBC, 2021)

Automatic Segmentation of Mandibular Ramus and Condyles. - Celia Le; Romain Deleat-Besson; Juan Carlos Prieto 001; Serge Brosset; Maxime Dumont; Winston Zhang; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Liliane R. Gomes; Marcela Gurgel; Camila Massaro; et al. (EMBC, 2021)

Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. - Winston Zhang; Jonas Bianchi; Najla Al Turkestani; Celia Le; Romain Deleat-Besson; Antonio C. Ruellas; Lucia H. S. Cevidanes; Marilia Yatabe; João Roberto Gonçalves; Erika Benavides; Fabiana Soki; Juan Prieto 001; et al. (EMBC, 2021)

Web infrastructure for data management, storage and computation. - Serge Brosset; Maxime Dumont; Lucia H. S. Cevidanes; Reza Soroushmehr; Jonas Bianchi; Marcela Lima Gurgel; Romain Deleat-Besson; Celia Le; Antonio C. Ruellas; Marilia Yatabe; Liliane R. Gomes; João Roberto Gonçalves; et al. (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. - Romain Deleat-Besson; Celia Le; Winston Zhang; Najla Al Turkestani; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Marcela Gurgel; Camila Massaro; Aron Aliaga Del Castillo; Marcos Ioshida; Marilia Yatabe; et al. (ML-CDS@MICCAI, 2021)

Feature Selection for Privileged Modalities in Disease Classification. - Winston Zhang; Najla Al Turkestani; Jonas Bianchi; Celia Le; Romain Deleat-Besson; Antonio C. Ruellas; Lucia H. S. Cevidanes; Marilia Yatabe; João Roberto Gonçalves; Erika Benavides; Fabiana Soki; Juan Prieto 001; et al. (ML-CDS@MICCAI, 2021)

A deep learning framework for automated detection and quantitative assessment of liver trauma. - Negar Farzaneh; Erica B. Stein; Reza Soroushmehr; Jonathan Gryak; Kayvan Najarian (BMC Medical Imaging, 2022)

Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features. - Zijun Gao; Lu Wang; Reza Soroushmehr; Alexander Wood; Jonathan Gryak; Brahmajee K. Nallamothu; Kayvan Najarian (BMC Medical Imaging, 2022)

Adaptive search area for fast motion estimation. - S. M. Reza Soroushmehr; Shadrokh Samavi; Shahram Shirani (CoRR, 2022)

Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information. - Najla Al Turkestani; Lingrui Cai; Lucia H. S. Cevidanes; Jonas Bianchi; Winston Zhang; Marcela Gurgel; Maxime Gillot; Baptiste Baquero; Reza Soroushmehr (MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 2023)

Integrative risk predictors of temporomandibular joint osteoarthritis progression. - Lingrui Cai; Najla Al Turkestani; Lucia H. S. Cevidanes; Jonas Bianchi; Marcela Gurgel; Kayvan Najarian; Reza Soroushmehr (Image Processing, 2023)

Detection of abnormalities in mammograms using deep features. - Nasrin Tavakoli; Maryam Karimi; Alireza Norouzi; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (J. Ambient Intell. Humaniz. Comput., 2023)