S. Mohamad R. Soroushmehr

According to our database, S. Mohamad R. Soroushmehr authored at least 113 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

Proceedings of the Medical Imaging 2023: Image Processing, 2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

Adaptive search area for fast motion estimation.

S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani

CoRR, 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

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

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, Beatriz Paniagua, Jonathan Gryak, Kayvan Najarian, Reza Soroushmehr

Proceedings of the Multimodal Learning for Clinical Decision Support, 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, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Kayvan Najarian, Jonathan Gryak, Martin Styner, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Loris Bert, Reza Soroushmehr, Juan Prieto

Proceedings of the Multimodal Learning for Clinical Decision Support, 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, Kayvan Najarian, Jonathan Gryak, Beatriz Paniagua, Martin Styner, Juan Carlos Prieto

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 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, Beatriz Paniagua, Kayvan Najarian, Jonathan Gryak, Reza Soroushmehr

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

Automatic Segmentation of Mandibular Ramus and Condyles.

Celia Le, Romain Deleat-Besson, Juan Carlos Prieto, Serge Brosset, Maxime Dumont, Winston Zhang, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Liliane R. Gomes, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marilia Yatabe, Erika Benavides, Fabiana Soki, Najla Al Turkestani, Karine Evangelista, João Roberto Gonçalves, Jose Valladares-Neto, Maria Alves Garcia Silva, Cauby Maia Chaves Junior, Fábio Costa, Daniela Gamba Garib, Heesoo Oh, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Kayvan Najarian, Reza Soroushmehr

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.

Romain Deleat-Besson, Celia Le, Najla Al Turkestani, Winston Zhang, Maxime Dumont, Serge Brosset, Juan Carlos Prieto, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr

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

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

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

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

Patient Specific Classification of Dental Root Canal and Crown Shape.

Maxime Dumont, Juan-Carlos Prieto, 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, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr

Proceedings of the Shape in Medical Imaging - International Workshop, 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, Kayvan Najarian, Jonathan Gryak, Reza Soroushmehr

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.

Olivia Alge, S. M. Reza Soroushmehr, Jonathan Gryak, Anna Kratz, Kayvan Najarian

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

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

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

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

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

Dense pooling layers in fully convolutional network for skin lesion segmentation.

Ebrahim Nasr-Esfahani, Shima Rafiei, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, Shadrokh Samavi, S. M. Reza Soroushmehr

Comput. Medical Imaging Graph., 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

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

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.

Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian

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.

S. M. Reza Soroushmehr, Krishna Rajajee, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba

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.

Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr

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.

Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

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.

Shima Rafiei, Nader Karimi, Behzad Mirmahboub, Kayvan Najarian, Banafsheh Felfeliyan, Shadrokh Samavi, S. M. Reza Soroushmehr

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.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

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.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

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

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.

Mahnoosh Bagheri, Majid Mohrekesh, Milad Tehrani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

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

Medical Diagnostics Based on Encrypted Medical Data.

Alexey Gribov, Kelsey Horan, Jonathan Gryak, Kayvan Najarian, Vladimir Shpilrain, S. M. Reza Soroushmehr, Delaram Kahrobaei

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

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

Cheng Jiang, Jie Cao, Craig A. Williamson, Negar Farzaneh, Venkatakrishna Rajajee, Jonathan Gryak, Kayvan Najarian, S. M. Reza Soroushmehr

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Segmentation of vessels in angiograms using convolutional neural networks.

Ebrahim Nasr-Esfahani, Nader Karimi, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian

Biomed. Signal Process. Control., 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

Proceedings of the 2018 IEEE International Conference on Image Processing, 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

Proceedings of the 2018 IEEE International Conference on Image Processing, 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

Proceedings of the 2018 IEEE International Conference on Image Processing, 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

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

Hematoma Segmentation Using Dilated Convolutional Neural Network.

Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian

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.

Alexander Wood, S. M. Reza Soroushmehr, Negar Farzaneh, David Paul Fessell, Kevin R. Ward, Jonathan Gryak, Delaram Kahrobaei, Kayvan Najarian

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.

Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

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.

Mohsen Hooshmand, S. M. Reza Soroushmehr, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian

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.

Negar Farzaneh, S. M. Reza Soroushmehr, Hirenkumar Patel, Alexander Wood, Jonathan Gryak, David Paul Fessell, Kayvan Najarian

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.

Mojtaba Akbari, Majid Mohrekesh, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

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.

Mojtaba Akbari, Majid Mohrekesh, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

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.

Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

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

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

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

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

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

Dense Fully Convolutional Network for Skin Lesion Segmentation.

Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

CoRR, 2017

Power Aware Visual Sensor Network for Wildlife Habitat Monitoring.

Mohsen Hooshmand, Shadrokh Samavi, S. M. Reza Soroushmehr

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

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

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

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

Fast exposure fusion using exposedness function.

Mansour Nejati, Maryam Karimi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 2017 IEEE International Conference on Image Processing, 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

Proceedings of the 2017 IEEE International Conference on Acoustics, 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

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.

Zhi Li, S. M. Reza Soroushmehr, Yingqi Hua, Min Mao, Yunping Qiu, Kayvan Najarian

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.

Negar Farzaneh, S. M. Reza Soroushmehr, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli R. Bapuraj, Kevin R. Ward, Frederick K. Korley, Kayvan Najarian

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

2016

Boosted Dictionary Learning for Image Compression.

Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kayvan Najarian

IEEE Trans. Image Process., 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

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

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

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

CoRR, 2016

Single image depth estimation using joint local-global features.

Hoda Mohaghegh, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 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

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

Skin lesion segmentation in clinical images using deep learning.

Mohammad H. Jafari, Nader Karimi, Ebrahim Nasr-Esfahani, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 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

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

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

Mohammad H. Jafari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Hoda Mohaghegh, Nader Karimi, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Image Processing, 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

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

Coherence regularized dictionary learning.

Mansour Nejati, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Boosted multi-scale dictionaries for image compression.

Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Depth estimation from single images using modified stacked generalization.

Hoda Mohaghegh, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Acoustics, 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, Kevin Ward, Kayvan Najarian

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.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee K. Nallamothu, Kayvan Najarian

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.

Somayeh Molaei, Frederick K. Korley, S. M. Reza Soroushmehr, Hayley Falk, Haris I. Sair, Kevin Ward, Kayvan Najarian

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

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.

Mahsa Kadkhodaei, Shadrokh Samavi, Nader Karimi, Hoda Mohaghegh, S. Mohamad R. Soroushmehr, Kevin Ward, Angelo All, Kayvan Najarian

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.

Maedeh Jamali, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian

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.

Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian

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.

Negar Farzaneh, Shadrokh Samavi, S. M. Reza Soroushmehr, Hirenkumar Patel, Samuel Habbo-Gavin, David Paul Fessell, Kevin R. Ward, Kayvan Najarian

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.

S. Mohamad R. Soroushmehr, Abhishek Bafna, S. Sinha, Brahmajee K. Nallamothu, Kevin Ward, Kayvan Najarian

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

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

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

Proceedings of the Smart Health - International Conference, 2015

Low-rank regularized collaborative filtering for image denoising.

Mansour Nejati, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian

Proceedings of the 2015 IEEE International Conference on Image Processing, 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

Proceedings of the 2015 IEEE International Conference on Image Processing, 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

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

Adaptive stereo medical image watermarking using non-corresponding blocks.

Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

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.

Salome Kazeminia, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian

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.

Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Harm Derksen, Kayvan Najarian

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

2014

Simple and efficient motion estimation algorithm by continuum search.

S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani

Multim. Tools Appl., 2014

Multi-view video super-resolution for hybrid cameras using modified NLM and adaptive thresholding.

Robert Lengyel, S. M. Reza Soroushmehr, Shahram Shirani

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Frame rate up-conversion using nonparametric estimator.

Roozbeh Dehghannasiri, S. M. Reza Soroushmehr, Shahram Shirani

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

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

2009

Block matching algorithm based on local codirectionality of blocks.

S. Mohamad R. Soroushmehr, Shadrokh Samavi, Shahram Shirani

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009