M. Jafari

发表

Skin lesion segmentation in clinical images using deep learning

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, S. Mohamad R. Soroushmehr, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN

Purang Abolmaesumi, Hany Girgis, Robert Rohling, 2020, International Journal of Computer Assisted Radiology and Surgery.

A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices

P. Abolmaesumi, M. Jafari, Teresa Tsang, 2022, Medical Imaging.

An efficient deep landmark detection network for PLAX EF estimation using sparse annotations

P. Abolmaesumi, M. Jafari, Teresa Tsang, 2022, Medical Imaging.

Vessel extraction in X-ray angiograms using deep learning

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Segmentation of vessels in angiograms using convolutional neural networks

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, 2018, Biomed. Signal Process. Control..

Melanoma detection by analysis of clinical images using convolutional neural network

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma pdf

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, 2016, International Journal of Computer Assisted Radiology and Surgery.

Iterative semi-supervised learning approach for color image segmentation

Shadrokh Samavi, Mohammad Hosein Jafari, M. Jafari, 2015, 2015 9th Iranian Conference on Machine Vision and Image Processing (MVIP).

Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation

Ebrahim Nasr-Esfahani, Nader Karimi, S. Mohamad R. Soroushmehr, 2017 .

Automatic detection of melanoma using broad extraction of features from digital images

Mohammad H. Jafari, Nader Karimi, S. Mohamad R. Soroushmehr, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study

Parvin Mousavi, Purang Abolmaesumi, Silvia D. Chang, 2020, International Journal of Computer Assisted Radiology and Surgery.

A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data

Purang Abolmaesumi, Mohammad H. Jafari, Hany Girgis, 2018, DLMIA/ML-CDS@MICCAI.

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior

Purang Abolmaesumi, Hany Girgis, Zhibin Liao, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks

Purang Abolmaesumi, Hany Girgis, Zhibin Liao, 2019, MICCAI.

Hand Gesture Recognition for Contactless Device Control in Operating Rooms pdf

Ebrahim Nasr-Esfahani, Nader Karimi, S. Mohamad R. Soroushmehr, 2016, CARS 2016.

Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma

Ebrahim Nasr-Esfahani, Nader Karimi, S. Mohamad R. Soroushmehr, 2017, International Journal of Computer Assisted Radiology and Surgery.

Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training

Purang Abolmaesumi, Mohammad H. Jafari, Hany Girgis, 2019, International Journal of Computer Assisted Radiology and Surgery.

Dense pooling layers in fully convolutional network for skin lesion segmentation

J. Wrobel, N. Karimi, M. Jafari, 2019, Comput. Medical Imaging Graph..

Dense Fully Convolutional Network for Skin Lesion Segmentation pdf

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, S. Mohamad R. Soroushmehr, 2017, ArXiv.

U-LanD: Uncertainty-Driven Video Landmark Detection

Purang Abolmaesumi, Mohammad H. Jafari, Robert Rohling, 2021, IEEE Transactions on Medical Imaging.

Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN

Purang Abolmaesumi, Hany Girgis, Zhibin Liao, 2019, MICCAI.

Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation

Purang Abolmaesumi, Mohammad H. Jafari, Nathan Van Woudenberg, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN

R. Rohling, P. Abolmaesumi, T. Tsang, 2020, International Journal of Computer Assisted Radiology and Surgery.