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Mohammad Jafari
Mohammad Jafari
Head of AI and Software - Computational Tissue Design, Aspect Biosystems
Verified email at aspectbiosystems.com - Homepage
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Cited by
Year
Melanoma Detection by Analysis of Clinical Images Using Convolutional Neural Network
E Nasr-Esfahani, NK S. Samavi, SMR Soroushmehr, MH Jafari, K Ward, ...
38th Annual International Conference of the IEEE Engineering in Medicine and …, 2016
3452016
Skin Lesion Segmentation in Clinical Images Using Deep Learning
MH Jafari, N Karimi, E Nasr-Esfahani, S Samavi, SMR Soroushmehr, ...
IAPR International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016
2042016
Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma
MH Jafari, E Nasr-Esfahani, N Karimi, SMR Soroushmehr, S Samavi, ...
International journal of computer assisted radiology and surgery 12 (6 …, 2017
1092017
Segmentation of vessels in angiograms using convolutional neural networks
E Nasr-Esfahani, N Karimi, MH Jafari, SMR Soroushmehr, S Samavi, ...
Biomedical Signal Processing and Control 40, 240-251, 2018
922018
Vessel Extraction in X-Ray Angiograms Using Deep Learning
E Nasr-Esfahani, NK S. Samavi, SMR Soroushmehr, K Ward, MH Jafari, ...
38th Annual International Conference of the IEEE Engineering in Medicine and …, 2016
902016
Dense pooling layers in fully convolutional network for skin lesion segmentation
E Nasr-Esfahani, S Rafiei, MH Jafari, N Karimi, JS Wrobel, S Samavi, ...
Computerized Medical Imaging and Graphics 78, 101658, 2019
512019
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data
MH Jafari, H Girgis, Z Liao, D Behnami, A Abdi, H Vaseli, C Luong, ...
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
512018
Automatic Detection of Melanoma Using Broad Extraction of Features from Digital Images
MH Jafari, S Samavi, N Karimi, SMR Soroushmehr, K Ward, K Najarian
38th Annual International Conference of the IEEE Engineering in Medicine and …, 2016
472016
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
MH Jafari, H Girgis, N Van Woudenberg, Z Liao, R Rohling, K Gin, ...
International journal of computer assisted radiology and surgery 14, 1027-1037, 2019
452019
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior
MH Jafari, H Girgis, AH Abdi, Z Liao, M Pesteie, R Rohling, K Gin, T Tsang, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
342019
Set of Descriptors for Skin Cancer Diagnosis Using Non-Dermoscopic Color Images
MH Jafari, S Samavi, SMR Soroushmehr, H Mohaghegh, N Karimi, ...
IEEE International Conference on Image Processing (ICIP), Phoenix, Arizona …, 2016
282016
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN
MH Jafari, H Girgis, N Van Woudenberg, N Moulson, C Luong, A Fung, ...
International journal of computer assisted radiology and surgery 15, 877-886, 2020
272020
Hand Gesture Recognition for Contactless Device Control in Operating Rooms
E Nasr-Esfahani, N Karimi, SM Soroushmehr, MH Jafari, MA Khorsandi, ...
arXiv preprint arXiv:1611.04138, 2016
232016
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN
MH Jafari, Z Liao, H Girgis, M Pesteie, R Rohling, K Gin, T Tsang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
192019
Dense Fully Convolutional Network for Skin Lesion Segmentation
E Nasr-Esfahani, S Rafiei, MH Jafari, N Karimi, JS Wrobel, ...
arXiv preprint arXiv:1712.10207, 2017
152017
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks
MH Jafari, Z Liao, H Girgis, K Gin, R Rohling, P Abolmaesumi, T Tsang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
13*2019
U-LanD: Uncertainty-Driven Video Landmark Detection
MH Jafari, C Luong, M Tsang, AN Gu, N Van Woudenberg, R Rohling, ...
IEEE Transactions on Medical Imaging, 2022
112022
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study
G Javadi, S Samadi, S Bayat, M Pesteie, MH Jafari, S Sojoudi, C Kesch, ...
International Journal of Computer Assisted Radiology and Surgery, 2020
92020
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations
J Lin, G Sahebzamani, C Luong, FT Dezaki, M Jafari, P Abolmaesumi, ...
CVPR 2021 - Proceedings of the IEEE/CVF Conference on Computer Vision and …, 2021
72021
Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation
MH Jafari, N Van Woudenberg, C Luong, P Abolmaesumi, T Tsang
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1264-1268, 2021
72021
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