Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Karthik Nandakumar

CryptInfer: enabling encrypted inference on skin lesion images for melanoma detection, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Karthik Nandakumar

Focusnet++: Attentive aggregated transformations for efficient and accurate medical image segmentation, Chaitanya Kaul, Nick Pears, Hang Dai, Roderick Murray-Smith, Suresh Manandhar
Hang Dai

Automatic extraction of hiatal dimensions in 3-D transperineal pelvic ultrasound recordings, Helena Williams, Laura Cattani, Dominique Van Schoubroeck, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan D'Hooge, Jan Deprest
Mohammad Yaqub

Preface, Bartłomiej W. Papież, Ana I.L. Namburete, Mohammad Yaqub, J. Alison Noble
Mohammad Yaqub

Preface, Bartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I.L. Namburete, J. Alison Noble
Mohammad Yaqub

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Mohammad Yaqub

Automatic C-plane detection in pelvic floor transperineal lolumetric ultrasound, Helena Williams, Laura Cattani, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan Deprest, Jan D’hooge
Mohammad Yaqub

Automatic fetal gestational age estimation from first trimester scans, Sevim Cengiz, Mohammad Yaqub
Mohammad Yaqub

Deep-precognitive diagnosis: preventing future pandemics by novel disease detection With biologically-inspired conv-fuzzy network, Aviral Chharia, Rahul Upadhyay, Vinay Kumar, Chao Cheng, Jing Zhang, Tianyang Wang, Min Xu
Min Xu

Deep learning predicts EBV status in gastric cancer based on spatial patterns of lymphocyte infiltration, Baoyi Zhang, Kevin Yao, Min Xu, Jia Wu, Chao Cheng
Min Xu

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Karthik Nandakumar

Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches?, Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, Mohammad Yaqub
Mohammad Yaqub

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data, Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub
Mohammad Yaqub

Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?, Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub
Mohammad Yaqub

Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?, Ikboljon Sobirov, Otabek Nazarov, Hussain Alasmawi, Mohammad Yaqub
Mohammad Yaqub

Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?, Numan Saeed, Shahad Hardan, Kudaibergen Abutalip, Mohammad Yaqub
Mohammad Yaqub

Hyperparameter Optimization for COVID-19 Chest X-Ray Classification, Ibraheem Hamdi, Muhammad Ridzuan, Mohammad Yaqub
Mohammad Yaqub

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Mohammad Yaqub

Molecule Generation for Drug Design: A Graph Learning Perspective, Nian Zu Yang, Huaijin Wu, Junchi Yan, Xiaoyong Pan, Ye Yuan, Le Song
Le Song

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Computer Vision Faculty Publications

Molecule Generation for Drug Design: A Graph Learning Perspective, Nian Zu Yang, Huaijin Wu, Junchi Yan, Xiaoyong Pan, Ye Yuan, Le Song
Machine Learning Faculty Publications

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data, Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub
Computer Vision Faculty Publications

Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?, Numan Saeed, Shahad Hardan, Kudaibergen Abutalip, Mohammad Yaqub
Computer Vision Faculty Publications

Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?, Ikboljon Sobirov, Otabek Nazarov, Hussain Alasmawi, Mohammad Yaqub
Computer Vision Faculty Publications

Hyperparameter Optimization for COVID-19 Chest X-Ray Classification, Ibraheem Hamdi, Muhammad Ridzuan, Mohammad Yaqub
Computer Vision Faculty Publications

Deep learning predicts EBV status in gastric cancer based on spatial patterns of lymphocyte infiltration, Baoyi Zhang, Kevin Yao, Min Xu, Jia Wu, Chao Cheng
Computer Vision Faculty Publications