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ORCIDS. Mohamad R. Soroushmehr
S. M. Reza Soroushmehr – Reza Soroushmehr – Sayed Mohammad Reza 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]S. 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
[j29] [j26] [j24] [j23] [j22] [j21] [j20] [j19] [c55] [c53] [c50] [c49] [c48] [c47] [c46] [i26] [i25] [i24] [j18] [j16] [j15] [j14] [j13] [j12] [j11] [c44] [c43] [c41] [c40] [c38] [c36] [c35] [c34] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [j10] [j9] [j8] [j7] [j6] [c32] [c29] [i9] [i8] [i7] [i6] [i5] [i3] [j5] [j4] [c27] [c26] [c25] [c24] [c23] [c21] [c19] [c18] [c16] [c15] [c14] [c13] [c12] [c11] [i2] [i1] [c10] [c9] [c8] [c6] [c5]
[c67] [j28] [j27] [c66] [c65] [c64] [c63] [c62] [c61] [j25] [c60] [c59] [c58] [j23] [j21] [j20] [j19] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [i26] [i25] [i24] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [j10] [j9] [j8] [j7] [j6] [c33] [c32] [c31] [c30] [c29] [i9] [i8] [i7] [i6] [i5] [i3] [j5] [j4] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [i2] [i1] [j3] [c10] [c9] [c8] [c7] [c6] [c5] [c4]
Shima Rafiee
aka: Shima Rafiei
aka: Shima Rafiei
[j29] [i27] [j26] [j24] [j23] [j22] [j21] [j20] [j19] [c55] [c53] [c50] [c49] [c48] [c47] [c46] [i26] [i25] [i24] [j18] [j16] [j15] [j14] [j13] [j12] [j11] [c44] [c43] [c41] [c40] [c38] [c36] [c35] [c34] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [j10] [j9] [j8] [j7] [j6] [c32] [c29] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [j5] [j4] [c27] [c26] [c25] [c24] [c23] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [i2] [i1] [c10] [c9] [c8] [c7] [c6] [c5] [j2] [j1] [c1]
Kevin Ward
aka: Kevin R. Ward
aka: Kevin R. Ward
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