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S. Mohamad R. Soroushmehr
Person information
- affiliation: University of Michigan, Department of Computational Medicine & Bioinformatics, Ann Arbor, MI, USA
- affiliation: University of Michigan, Michigan Center for Integrative Research in Critical Care (MCIRCC), Ann Arbor, MI, USA
- affiliation (former): McMaster University, Hamilton, ON, Canada
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2020 – today
- 2023
- [j29]Nasrin Tavakoli, Maryam Karimi
, Alireza Norouzi
, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr
:
Detection of abnormalities in mammograms using deep features. J. Ambient Intell. Humaniz. Comput. 14(5): 5355-5367 (2023) - [c68]Najla Al Turkestani, Lingrui Cai, Lucia H. S. Cevidanes, Jonas Bianchi, Winston Zhang, Marcela Gurgel, Maxime Gillot, Baptiste Baquero, Reza Soroushmehr:
Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 193-204 - [c67]Lingrui Cai, Najla Al Turkestani
, Lucia H. S. Cevidanes, Jonas Bianchi
, Marcela Gurgel, Kayvan Najarian, Reza Soroushmehr:
Integrative risk predictors of temporomandibular joint osteoarthritis progression. Medical Imaging: Image Processing 2023 - 2022
- [j28]Zijun Gao, Lu Wang, Reza Soroushmehr, Alexander Wood, Jonathan Gryak
, Brahmajee K. Nallamothu, Kayvan Najarian:
Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features. BMC Medical Imaging 22(1): 10 (2022) - [j27]Negar Farzaneh
, Erica B. Stein, Reza Soroushmehr, Jonathan Gryak
, Kayvan Najarian:
A deep learning framework for automated detection and quantitative assessment of liver trauma. BMC Medical Imaging 22(1): 39 (2022) - [i27]S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani:
Adaptive search area for fast motion estimation. CoRR abs/2204.04546 (2022) - 2021
- [c66]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:
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. EMBC 2021: 1810-1813 - [c65]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:
Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. EMBC 2021: 2948-2951 - [c64]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:
Automatic Segmentation of Mandibular Ramus and Condyles. EMBC 2021: 2952-2955 - [c63]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:
Web infrastructure for data management, storage and computation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c62]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:
Feature Selection for Privileged Modalities in Disease Classification. ML-CDS@MICCAI 2021: 69-80 - [c61]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:
Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. ML-CDS@MICCAI 2021: 81-92 - 2020
- [j26]Mohsen Hajabdollahi
, Reza Esfandiarpoor
, Elyas Sabeti, Nader Karimi
, S. M. Reza Soroushmehr
, Shadrokh Samavi:
Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network. Biomed. Signal Process. Control. 57 (2020) - [j25]Renaid B. Kim, Jonathan Gryak
, Abinash Mishra, Can Cui, S. M. Reza Soroushmehr, Kayvan Najarian, James S. Wrobel:
Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. Comput. Biol. Medicine 126: 104042 (2020) - [j24]Mohsen Hajabdollahi
, Reza Esfandiarpoor
, Pejman Khadivi, Sayed Mohammad Reza Soroushmehr
, Nader Karimi
, Shadrokh Samavi:
Simplification of neural networks for skin lesion image segmentation using color channel pruning. Comput. Medical Imaging Graph. 82: 101729 (2020) - [c60]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:
3D Auto-Segmentation of Mandibular Condyles. EMBC 2020: 1270-1273 - [c59]Olivia Alge
, S. M. Reza Soroushmehr, Jonathan Gryak
, Anna Kratz, Kayvan Najarian:
Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. EMBC 2020: 4290-4293 - [c58]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:
Patient Specific Classification of Dental Root Canal and Crown Shape. ShapeMI@MICCAI 2020: 145-153
2010 – 2019
- 2019
- [j23]Mohsen Hajabdollahi, Reza Esfandiarpoor
, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi
, Kayvan Najarian, Shadrokh Samavi:
Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. Biomed. Signal Process. Control. 53 (2019) - [j22]Ebrahim Nasr-Esfahani
, Shima Rafiei, Mohammad H. Jafari, Nader Karimi
, James S. Wrobel, Shadrokh Samavi, S. M. Reza Soroushmehr:
Dense pooling layers in fully convolutional network for skin lesion segmentation. Comput. Medical Imaging Graph. 78 (2019) - [j21]Maryam Karimi
, Najmeh Soltanian, Shadrokh Samavi, Kayvan Najarian, Nader Karimi
, S. M. Reza Soroushmehr:
Blind stereo image quality assessment inspired by brain sensory-motor fusion. Digit. Signal Process. 91: 91-104 (2019) - [j20]Zohreh HosseinKhani, Mohsen Hajabdollahi
, Nader Karimi
, Kayvan Najarian, Ali Emami, Shahram Shirani, Shadrokh Samavi, Sayed Mohammad Reza Soroushmehr
:
Real-time removal of impulse noise from MR images for radiosurgery applications. Int. J. Circuit Theory Appl. 47(3): 406-426 (2019) - [j19]Hoda Mohaghegh
, Nader Karimi
, S. M. Reza Soroushmehr
, Shadrokh Samavi
, Kayvan Najarian
:
Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 29(3): 683-697 (2019) - [c57]Cheng Jiang, Jie Cao
, Craig A. Williamson, Negar Farzaneh, Venkatakrishna Rajajee, Jonathan Gryak
, Kayvan Najarian, S. M. Reza Soroushmehr:
Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. BIBM 2019: 1083-1086 - [c56]Alexey Gribov, Kelsey Horan, Jonathan Gryak
, Kayvan Najarian, Vladimir Shpilrain, S. M. Reza Soroushmehr, Delaram Kahrobaei
:
Medical Diagnostics Based on Encrypted Medical Data. BICT 2019: 98-111 - [c55]Mohsen Hajabdollahi, Reza Esfandiarpoor
, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. EMBC 2019: 970-973 - [c54]Can Cui, Karl Thurnhofer-Hemsi
, Reza Soroushmehr, Abinash Mishra, Jonathan Gryak
, Enrique Domínguez, Kayvan Najarian, Ezequiel López-Rubio
:
Diabetic Wound Segmentation using Convolutional Neural Networks. EMBC 2019: 1002-1005 - [c53]Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. EMBC 2019: 1031-1034 - [c52]Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak
, Kayvan Najarian:
Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. EMBC 2019: 2402-2406 - [c51]S. M. Reza Soroushmehr, Krishna Rajajee, Craig A. Williamson, Jonathan Gryak
, Kayvan Najarian, Kevin Ward
, Mohamad Hakam Tiba
:
Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. EMBC 2019: 2793-2796 - [c50]Shima Rafiei, Nader Karimi
, Behzad Mirmahboub, Kayvan Najarian, Banafsheh Felfeliyan
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. EMBC 2019: 6310-6313 - [c49]Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi
, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr:
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. EMBC 2019: 6545-6548 - [c48]Mahnoosh Bagheri, Majid Mohrekesh, Milad Tehrani, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. EMBC 2019: 6742-6745 - [c47]Mohsen Hajabdollahi, Reza Esfandiarpoor
, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. EMBC 2019: 7227-7230 - [c46]Alireza Norouzi
, Ali Emami, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. ICASSP 2019: 2322-2326 - [i26]Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr:
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. CoRR abs/1909.00270 (2019) - [i25]Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr:
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. CoRR abs/1909.00273 (2019) - [i24]Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi:
BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. CoRR abs/1911.00382 (2019) - 2018
- [j18]Ebrahim Nasr-Esfahani
, Nader Karimi
, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian:
Segmentation of vessels in angiograms using convolutional neural networks. Biomed. Signal Process. Control. 40: 240-251 (2018) - [j17]Fatemeh Afghah, Abolfazl Razi, S. Mohamad R. Soroushmehr, Hamid Ghanbari, Kayvan Najarian
:
Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units. Entropy 20(3): 190 (2018) - [j16]Mohsen Hajabdollahi, Nader Karimi
, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. Int. J. Circuit Theory Appl. 46(6): 1166-1180 (2018) - [j15]Maedeh Jamali, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi
, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi:
Adaptive image watermarking using human perception based fuzzy inference system. J. Intell. Fuzzy Syst. 35(4): 4589-4608 (2018) - [j14]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi
, S. Mohamad R. Soroushmehr
, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi:
Adaptive Real-Time Removal of Impulse Noise in Medical Images. J. Medical Syst. 42(11): 216 (2018) - [j13]Hamid R. Fazlali
, Nader Karimi
, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward
, Shadrokh Samavi, Kayvan Najarian:
Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical Biol. Eng. Comput. 56(9): 1515-1530 (2018) - [j12]Elham Etemad, Shadrokh Samavi, S. M. Reza Soroushmehr
, Nader Karimi
, Mohammad Etemad
, Shahram Shirani, Kayvan Najarian:
Robust image watermarking scheme using bit-plane of hadamard coefficients. Multim. Tools Appl. 77(2): 2033-2055 (2018) - [j11]Maryam Karimi
, Shadrokh Samavi, Nader Karimi
, S. M. Reza Soroushmehr
, Weisi Lin, Kayvan Najarian:
Pyramidal modeling of geometric distortions for retargeted image quality evaluation. Multim. Tools Appl. 77(11): 13799-13820 (2018) - [c45]Alexander Wood
, S. M. Reza Soroushmehr, Negar Farzaneh, David Paul Fessell, Kevin R. Ward
, Jonathan Gryak
, Delaram Kahrobaei
, Kayvan Najarian:
Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. EMBC 2018: 53-56 - [c44]Mojtaba Akbari, Majid Mohrekesh, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi
, Shadrokh Samavi, Kayvan Najarian:
Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights. EMBC 2018: 65-68 - [c43]Mojtaba Akbari, Majid Mohrekesh, Ebrahim Nasr-Esfahani
, S. M. Reza Soroushmehr, Nader Karimi
, Shadrokh Samavi, Kayvan Najarian:
Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. EMBC 2018: 69-72 - [c42]Mohsen Hooshmand, S. M. Reza Soroushmehr, Craig A. Williamson, Jonathan Gryak
, Kayvan Najarian:
Automatic Midline Shift Detection in Traumatic Brain Injury. EMBC 2018: 131-134 - [c41]Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi
, Shadrokh Samavi, Kayvan Najarian:
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. EMBC 2018: 798-801 - [c40]Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani
, Nader Karimi
, Shadrokh Samavi, Kayvan Najarian:
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. EMBC 2018: 1275-1278 - [c39]Negar Farzaneh, S. M. Reza Soroushmehr, Hirenkumar Patel, Alexander Wood
, Jonathan Gryak
, David Paul Fessell, Kayvan Najarian:
Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling. EMBC 2018: 3418-3421 - [c38]Mahdi Ahmadi
, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi
, Shadrokh Samavi, Kayvan Najarian:
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. EMBC 2018: 5158-5161 - [c37]Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak
, Kayvan Najarian:
Hematoma Segmentation Using Dilated Convolutional Neural Network. EMBC 2018: 5902-5905 - [c36]Shima Rafiei, Ebrahim Nasr-Esfahani
, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network. ICIP 2018: 2067-2071 - [c35]Mohsen Hajabdollahi, Reza Esfandiarpoor
, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. ICIP 2018: 2785-2789 - [c34]Mojtaba Akbari, Majid Mohrekesh, Kayvan Najarian, Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr:
Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. ICIP 2018: 3134-3138 - [i23]Alexandr A. Kalinin
, Gerald A. Higgins, Narathip Reamaroon, S. M. Reza Soroushmehr, Ari Allyn-Feuer, Ivo D. Dinov
, Kayvan Najarian, Brian D. Athey:
Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. CoRR abs/1801.08570 (2018) - [i22]Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. CoRR abs/1802.07769 (2018) - [i21]Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. CoRR abs/1802.07778 (2018) - [i20]Atefe Rajaeefar, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks. CoRR abs/1802.07781 (2018) - [i19]Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. CoRR abs/1802.07786 (2018) - [i18]Mohsen Hajabdollahi, Reza Esfandiarpoor
, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. CoRR abs/1802.07788 (2018) - [i17]Shima Rafiei, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Liver segmentation in CT images using three dimensional to two dimensional fully connected network. CoRR abs/1802.07800 (2018) - [i16]Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Low complexity convolutional neural network for vessel segmentation in portable retinal diagnostic devices. CoRR abs/1802.07804 (2018) - [i15]Mojtaba Akbari, Majid Mohrekesh, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Adaptive specular reflection detection and inpainting in colonoscopy video frames. CoRR abs/1802.08402 (2018) - [i14]Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. CoRR abs/1803.00406 (2018) - [i13]Mohsen Hajabdollahi, Reza Esfandiarpoor
, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi:
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy for Detection of Informative Frames. CoRR abs/1808.07746 (2018) - [i12]Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi:
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. CoRR abs/1809.05831 (2018) - [i11]Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami:
ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks. CoRR abs/1810.07248 (2018) - 2017
- [j10]M. Hossein Jafari, Ebrahim Nasr-Esfahani
, Nader Karimi
, S. M. Reza Soroushmehr, Shadrokh Samavi
, Kayvan Najarian:
Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. Int. J. Comput. Assist. Radiol. Surg. 12(6): 1021-1030 (2017) - [j9]Mansour Nejati
, Shadrokh Samavi, Nader Karimi
, S. M. Reza Soroushmehr, Shahram Shirani, Iman Roosta, Kayvan Najarian:
Surface area-based focus criterion for multi-focus image fusion. Inf. Fusion 36: 284-295 (2017) - [j8]Maryam Karimi
, Shadrokh Samavi, Nader Karimi
, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian:
Quality assessment of retargeted images by salient region deformity analysis. J. Vis. Commun. Image Represent. 43: 108-118 (2017) - [j7]M. Heidari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Shahram Shirani, Nader Karimi
, Kayvan Najarian:
Framework for robust blind image watermarking based on classification of attacks. Multim. Tools Appl. 76(22): 23459-23479 (2017) - [j6]Maryam Karimi
, Mansour Nejati, S. M. Reza Soroushmehr
, Shadrokh Samavi, Nader Karimi
, Kayvan Najarian:
Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images. IEEE Trans. Multim. 19(11): 2475-2489 (2017) - [c33]Zhi Li, S. M. Reza Soroushmehr, Yingqi Hua, Min Mao, Yunping Qiu, Kayvan Najarian:
Classifying osteosarcoma patients using machine learning approaches. EMBC 2017: 82-85 - [c32]Nasrin Tavakoli, Maryam Karimi
, Mansour Nejati, Nader Karimi
, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors. EMBC 2017: 1740-1743 - [c31]Negar Farzaneh, S. M. Reza Soroushmehr, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan
, Jayapalli R. Bapuraj, Kevin R. Ward
, Frederick K. Korley
, Kayvan Najarian:
Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. EMBC 2017: 3069-3072 - [c30]Negar Farzaneh, Samuel Habbo-Gavin, S. M. Reza Soroushmehr, Hirenkumar Patel, David Paul Fessell, Kevin R. Ward
, Kayvan Najarian:
Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. ICASSP 2017: 1093-1097 - [c29]Mansour Nejati, Maryam Karimi
, S. M. Reza Soroushmehr, Nader Karimi
, Shadrokh Samavi, Kayvan Najarian:
Fast exposure fusion using exposedness function. ICIP 2017: 2234-2238 - [i10]Hamed Sadeghi, Sayed Mohammad Reza Soroushmehr, Shahrokh Valaee, Shahram Shirani, Shadrokh Samavi:
1D Modeling of Sensor Selection Problem for Weak Barrier Coverage and Gap Mending in Wireless Sensor Networks. CoRR abs/1704.05576 (2017) - [i9]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Shadrokh Samavi, Kayvan Najarian:
Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications. CoRR abs/1707.05975 (2017) - [i8]Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian:
Blind Stereo Image Quality Assessment Inspired by Brain Sensory-Motor Fusion. CoRR abs/1709.00725 (2017) - [i7]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi:
Adaptive Real-Time Removal of Impulse Noise in Medical Images. CoRR abs/1709.02270 (2017) - [i6]Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian:
Vessel Segmentation and Catheter Detection in X-Ray Angiograms Using Superpixels. CoRR abs/1709.02741 (2017) - [i5]Maedeh Jamali, Shima Rafiee, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi:
Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception. CoRR abs/1709.06536 (2017) - [i4]Mohsen Hooshmand, Shadrokh Samavi, S. M. Reza Soroushmehr:
Power Aware Visual Sensor Network for Wildlife Habitat Monitoring. CoRR abs/1710.04553 (2017) - [i3]Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Dense Fully Convolutional Network for Skin Lesion Segmentation. CoRR abs/1712.10207 (2017) - 2016
- [j5]Nader Karimi
, Shadrokh Samavi, S. M. Reza Soroushmehr, Shahram Shirani, Kayvan Najarian:
Toward practical guideline for design of image compression algorithms for biomedical applications. Expert Syst. Appl. 56: 360-367 (2016) - [j4]Mansour Nejati
, Shadrokh Samavi
, Nader Karimi
, S. Mohamad R. Soroushmehr, Kayvan Najarian:
Boosted Dictionary Learning for Image Compression. IEEE Trans. Image Process. 25(10): 4900-4915 (2016) - [c28]S. Mohamad R. Soroushmehr, Abhishek Bafna, S. Sinha, Brahmajee K. Nallamothu, Kevin Ward
, Kayvan Najarian:
Quantitative measurement of vasculature in coronary angiogram videos. BHI 2016: 176-179 - [c27]Ebrahim Nasr-Esfahani
, Shadrokh Samavi, Nader Karimi
, S. M. Reza Soroushmehr, Kevin Ward
, Mohammad H. Jafari, Banafsheh Felfeliyan
, Brahmajee K. Nallamothu, Kayvan Najarian:
Vessel extraction in X-ray angiograms using deep learning. EMBC 2016: 643-646 - [c26]Maedeh Jamali, Shadrokh Samavi, Nader Karimi
, S. Mohamad R. Soroushmehr, Kevin Ward
, Kayvan Najarian:
Robust watermarking in non-ROI of medical images based on DCT-DWT. EMBC 2016: 1200-1203 - [c25]Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi
, S. Mohamad R. Soroushmehr, Kevin Ward
, Kayvan Najarian:
Automatic detection of melanoma using broad extraction of features from digital images. EMBC 2016: 1357-1360 - [c24]Ebrahim Nasr-Esfahani
, Shadrokh Samavi, Nader Karimi
, S. Mohamad R. Soroushmehr, Mohammad H. Jafari, Kevin Ward
, Kayvan Najarian:
Melanoma detection by analysis of clinical images using convolutional neural network. EMBC 2016: 1373-1376 - [c23]M. Amin Khorsandi, Nader Karimi
, Shadrokh Samavi, Mohsen Hajabdollahi, S. Mohamad R. Soroushmehr, Kevin Ward
, Kayvan Najarian:
Hardware image assessment for wireless endoscopy capsules. EMBC 2016: 2050-2053 - [c22]Somayeh Molaei, Frederick K. Korley
, S. M. Reza Soroushmehr, Hayley Falk, Haris I. Sair, Kevin Ward
, Kayvan Najarian:
A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. EMBC 2016: 2258-2261 - [c21]Mahsa Kadkhodaei, Shadrokh Samavi, Nader Karimi
, Hoda Mohaghegh
, S. Mohamad R. Soroushmehr, Kevin Ward
, Angelo All, Kayvan Najarian:
Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. EMBC 2016: 5945-5948 - [c20]Negar Farzaneh, Shadrokh Samavi, S. M. Reza Soroushmehr, Hirenkumar Patel, Samuel Habbo-Gavin, David Paul Fessell, Kevin R. Ward
, Kayvan Najarian:
Liver segmentation using location and intensity probabilistic atlases. EMBC 2016: 6453-6456 - [c19]Mansour Nejati
, Shadrokh Samavi, Nader Karimi
, S. M. Reza Soroushmehr, Kayvan Najarian:
Boosted multi-scale dictionaries for image compression. ICASSP 2016: 1130-1134 - [c18]Hoda Mohaghegh
, Shadrokh Samavi, Nader Karimi
, S. Mohamad R. Soroushmehr, Kayvan Najarian:
Depth estimation from single images using modified stacked generalization. ICASSP 2016: 1621-1625 - [c17]Mansour Nejati
, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian:
Coherence regularized dictionary learning. ICASSP 2016: 4717-4721 - [c16]Banafsheh Felfelian, Hamid R. Fazlali, Nader Karimi
, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian:
Vessel segmentation in low contrast X-ray angiogram images. ICIP 2016: 375-379 - [c15]Mohammad H. Jafari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Hoda Mohaghegh
, Nader Karimi
, Kayvan Najarian:
Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. ICIP 2016: 2638-2642 - [c14]Mohammad H. Jafari, Nader Karimi
, Ebrahim Nasr-Esfahani
, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward
, Kayvan Najarian:
Skin lesion segmentation in clinical images using deep learning. ICPR 2016: 337-342 - [c13]Hoda Mohaghegh
, Nader Karimi
, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Single image depth estimation using joint local-global features. ICPR 2016: 727-732 - [c12]M. Amin Khorsandi, Nader Karimi
, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward
, Kayvan Najarian:
Radon transform inspired method for hand gesture recognition. ICPR 2016: 1053-1058 - [c11]Zohreh HosseinKhani, Nader Karimi
, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward
, Kayvan Najarian:
Real-time removal of random value impulse noise in medical images. ICPR 2016: 3916-3921 - [i2]Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. CoRR abs/1609.02374 (2016) - [i1]Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, M. Hossein Jafari, M. Amin Khorsandi, Shadrokh Samavi, Kayvan Najarian:
Hand Gesture Recognition for Contactless Device Control in Operating Rooms. CoRR abs/1611.04138 (2016) - 2015
- [j3]S. M. Reza Soroushmehr, Pavani Davuluri, Somayeh Molaei, Rosalyn Hobson Hargraves, Yang Tang, Charles H. Cockrell, Kevin Ward
, Kayvan Najarian:
Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. J. Medical Syst. 39(9): 87:1-87:11 (2015) - [c10]Salome Kazeminia, Nader Karimi
, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian:
Region of interest extraction for lossless compression of bone X-ray images. EMBC 2015: 3061-3064 - [c9]Hoda Mohaghegh
, Nader Karimi
, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Adaptive stereo medical image watermarking using non-corresponding blocks. EMBC 2015: 4214-4217 - [c8]Hamid R. Fazlali, Nader Karimi
, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Harm Derksen, Kayvan Najarian:
Robust catheter identification and tracking in X-ray angiographic sequences. EMBC 2015: 7901-7904 - [c7]Mansour Nejati
, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian:
Low-rank regularized collaborative filtering for image denoising. ICIP 2015: 730-734 - [c6]Salome Kazeminia, Nader Karimi
, Behzad Mirmahboub, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Bone extraction in X-ray images by analysis of line fluctuations. ICIP 2015: 882-886 - [c5]Hamid R. Fazlali, Nader Karimi
, S. Mohamad R. Soroushmehr, S. Sinha, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian:
Vessel region detection in coronary X-ray angiograms. ICIP 2015: 1493-1497 - [c4]Fatemeh Afghah, Abolfazl Razi, S. M. Reza Soroushmehr, Somayeh Molaei, Hamid Ghanbari, Kayvan Najarian:
A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm. ICSH 2015: 118-130 - 2014
- [j2]S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani:
Simple and efficient motion estimation algorithm by continuum search. Multim. Tools Appl. 71(3): 1615-1633 (2014) - [c3]Roozbeh Dehghannasiri
, S. M. Reza Soroushmehr, Shahram Shirani:
Frame rate up-conversion using nonparametric estimator. ICIP 2014: 3872-3876 - [c2]Robert Lengyel, S. M. Reza Soroushmehr, Shahram Shirani:
Multi-view video super-resolution for hybrid cameras using modified NLM and adaptive thresholding. ICIP 2014: 5437-5441 - 2013
- [j1]Mohsen Hooshmand, S. Mohamad R. Soroushmehr, Pejman Khadivi, Shadrokh Samavi, Shahram Shirani:
Visual sensor network lifetime maximization by prioritized scheduling of nodes. J. Netw. Comput. Appl. 36(1): 409-419 (2013)
2000 – 2009
- 2009
- [c1]S. Mohamad R. Soroushmehr, Shadrokh Samavi, Shahram Shirani:
Block matching algorithm based on local codirectionality of blocks. ICME 2009: 201-204
Coauthor Index
aka: Shima Rafiei
aka: Kevin R. Ward
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