Sarfaraz Hussein

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Automatic Segmentation

Supervised And Unsupervised Learning

Top Venues

IEEE Trans. Medical Imaging

Biomed. Signal Process. Control.

Publications

Abdul Rehman, Sarfaraz Hussein, Waqas Sultani
Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis. CoRR (2024)
Muhammad Zaida, Shafaqat Ali, Mohsen Ali, Sarfaraz Hussein, Asma Saadia, Waqas Sultani
Identifying out of distribution samples for skin cancer and malaria images. Biomed. Signal Process. Control. 78 (2022)
Marguerite B. Basta, Sarfaraz Hussein, Hsiang Hsu, Flávio P. Calmon
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks. CoRR (2022)
Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani
Estimation of BMI from facial images using semantic segmentation based region-aware pooling. Comput. Biol. Medicine 133 (2021)
Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani
Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling. CoRR (2021)
Muhammad Zaida, Shafaqat Ali, Mohsen Ali, Sarfaraz Hussein, Asma Saadia, Waqas Sultani
Out of distribution detection for skin and malaria images. CoRR (2021)
Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. S. Spencer, Luigi Ferrucci, Ulas Bagci
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Javier R. Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew B. Gardner
Deep Detector Health Management under Adversarial Campaigns. CoRR (2019)
Sarfaraz Hussein, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. IEEE Trans. Medical Imaging 38 (8) (2019)
Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Deep multi-modal classification of intraductal papillary mucinous neoplasms (IPMN) with canonical correlation analysis. ISBI (2018)
Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci
How to fool radiologists with generative adversarial networks? A visual turing test for lung cancer diagnosis. ISBI (2018)
Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. S. Spencer, Luigi Ferrucci, Ulas Bagci
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. CoRR (2018)
Sarfaraz Hussein, Maria M. J. Chuquicusma, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Supervised and Unsupervised Tumor Characterization in the Deep Learning Era. CoRR (2018)
Sarfaraz Hussein, Robert Gillies, Kunlin Cao, Qi Song, Ulas Bagci
TumorNet: Lung nodule characterization using multi-view Convolutional Neural Network with Gaussian Process. ISBI (2017)
Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci
How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis. CoRR (2017)
Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci
Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. IPMI (2017)
Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis. CoRR (2017)
Sarfaraz Hussein, Robert Gillies, Kunlin Cao, Qi Song, Ulas Bagci
TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process. CoRR (2017)
Sarfaraz Hussein, Aileen Green, Arjun Watane, David Reiter, Xinjian Chen, Georgios Z. Papadakis, Bradford J. Wood, Aaron Cypess, Medhat M. Osman, Ulas Bagci
Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans. IEEE Trans. Medical Imaging 36 (3) (2017)
Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci
Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. CoRR (2017)
Yin Xia, Sarfaraz Hussein, Vivek Singh, Matthias John, Ying Wu, Terrence Chen
Context region discovery for automatic motion compensation in fluoroscopy. Int. J. Comput. Assist. Radiol. Surg. 11 (6) (2016)
Sarfaraz Hussein, Aileen Green, Arjun Watane, Georgios Z. Papadakis, Medhat M. Osman, Ulas Bagci
Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes. CoRR (2015)