Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior
Jafari, Mohammad H., Girgis, Hany, Abdi, Amir H., Liao, Zhibin, Pesteie, Mehran, Rohling, Robert, Gin, Ken, Tsang, Terasa, Abolmaesumi, Purang
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
Jafari, Mohammad H., Girgis, Hany, Van Woudenberg, Nathan, Liao, Zhibin, Rohling, Robert, Gin, Ken, Abolmaesumi, Purang, Tsang, Terasa
Published in International journal for computer assisted radiology and surgery (01.06.2019)
Published in International journal for computer assisted radiology and surgery (01.06.2019)
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Journal Article
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data
Jafari, Mohammad H., Girgis, Hany, Liao, Zhibin, Behnami, Delaram, Abdi, Amir, Vaseli, Hooman, Luong, Christina, Rohling, Robert, Gin, Ken, Tsang, Terasa, Abolmaesumi, Purang
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2018)
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2018)
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Book Chapter