Sarfaraz Hussein

23 papers Journal 19Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis. Biomed. Signal Process. Control. Abdul Rehman, Sarfaraz Hussein, Waqas Sultani
2024	J	`jnl`	Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis. CoRR Abdul Rehman, Sarfaraz Hussein, Waqas Sultani
2022	J	`jnl`	Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks. CoRR Marguerite B. Basta, Sarfaraz Hussein, Hsiang Hsu, Flávio P. Calmon
2022	J	`jnl`	Identifying out of distribution samples for skin cancer and malaria images. Biomed. Signal Process. Control. Muhammad Zaida, Shafaqat Ali, Mohsen Ali, Sarfaraz Hussein, Asma Saadia, Waqas Sultani
2021	J	`jnl`	Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling. CoRR Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani
2021	J	`jnl`	Estimation of BMI from facial images using semantic segmentation based region-aware pooling. Comput. Biol. Medicine Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani
2021	J	`jnl`	Out of distribution detection for skin and malaria images. CoRR Muhammad Zaida, Shafaqat Ali, Mohsen Ali, Sarfaraz Hussein, Asma Saadia, Waqas Sultani
2019	J	`jnl`	A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. IEEE Trans. Biomed. Eng. Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David A. Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. S. Spencer, Luigi Ferrucci, Ulas Bagci
2019	J	`jnl`	Deep Detector Health Management under Adversarial Campaigns. CoRR Javier R. Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew B. Gardner
2019	J	`jnl`	Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. IEEE Trans. Medical Imaging Sarfaraz Hussein, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
2018	J	`jnl`	A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. CoRR Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David A. Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. S. Spencer, Luigi Ferrucci, Ulas Bagci
2018	—	`conf`	Deep multi-modal classification of intraductal papillary mucinous neoplasms (IPMN) with canonical correlation analysis. ISBI Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
2018	—	`conf`	How to fool radiologists with generative adversarial networks? A visual turing test for lung cancer diagnosis. ISBI Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci
2018	J	`jnl`	Supervised and Unsupervised Tumor Characterization in the Deep Learning Era. CoRR Sarfaraz Hussein, Maria M. J. Chuquicusma, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
2017	J	`jnl`	Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans. IEEE Trans. Medical Imaging Sarfaraz Hussein, Aileen Green, Arjun Watane, David A. Reiter, Xinjian Chen, Georgios Z. Papadakis, Bradford J. Wood, Aaron Cypess, Medhat M. Osman, Ulas Bagci
2017	J	`jnl`	Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis. CoRR Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
2017	J	`jnl`	How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis. CoRR Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci
2017	—	`conf`	Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. IPMI Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci
2017	J	`jnl`	Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. CoRR Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci
2017	J	`jnl`	TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process. CoRR Sarfaraz Hussein, Robert J. Gillies, Kunlin Cao, Qi Song, Ulas Bagci
2017	—	`conf`	TumorNet: Lung nodule characterization using multi-view Convolutional Neural Network with Gaussian Process. ISBI Sarfaraz Hussein, Robert J. Gillies, Kunlin Cao, Qi Song, Ulas Bagci
2016	J	`jnl`	Context region discovery for automatic motion compensation in fluoroscopy. Int. J. Comput. Assist. Radiol. Surg. Yin Xia, Sarfaraz Hussein, Vivek K. Singh, Matthias John, Ying Wu, Terrence Chen
2015	J	`jnl`	Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes. CoRR Sarfaraz Hussein, Aileen Green, Arjun Watane, Georgios Z. Papadakis, Medhat M. Osman, Ulas Bagci