Sarfaraz Hussein
Sarfaraz Hussein
Visual AI, Machine Learning, Deep Learning
Verified email at knights.ucf.edu - Homepage
Title
Cited by
Cited by
Year
How to fool radiologists with generative adversarial networks? a visual turing test for lung cancer diagnosis
MJM Chuquicusma, S Hussein, J Burt, U Bagci
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
632018
Risk stratification of lung nodules using 3D CNN-based multi-task learning
S Hussein, K Cao, Q Song, U Bagci
International conference on information processing in medical imaging, 249-260, 2017
632017
Tumornet: Lung nodule characterization using multi-view convolutional neural network with gaussian process
S Hussein, R Gillies, K Cao, Q Song, U Bagci
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
482017
Deep learning beyond cats and dogs: recent advances in diagnosing breast cancer with deep neural networks
JR Burt, N Torosdagli, N Khosravan, H RaviPrakash, A Mortazi, ...
The British journal of radiology 91 (1089), 20170545, 2018
442018
Lung and pancreatic tumor characterization in the deep learning era: novel supervised and unsupervised learning approaches
S Hussein, P Kandel, CW Bolan, MB Wallace, U Bagci
IEEE transactions on medical imaging 38 (8), 1777-1787, 2019
30*2019
Automatic segmentation and quantification of white and brown adipose tissues from PET/CT scans
S Hussein, A Green, A Watane, D Reiter, X Chen, GZ Papadakis, B Wood, ...
IEEE transactions on medical imaging 36 (3), 734-744, 2016
162016
Brown adipose tissue detected by PET/CT imaging is associated with less central obesity
AL Green, U Bagci, S Hussein, PV Kelly, R Muzaffar, ...
Nuclear medicine communications 38 (7), 629-635, 2017
142017
Context region discovery for automatic motion compensation in fluoroscopy
Y Xia, S Hussein, V Singh, M John, Y Wu, T Chen
International journal of computer assisted radiology and surgery 11 (6), 977-985, 2016
72016
Deep multi-modal classification of intraductal papillary mucinous neoplasms (IPMN) with canonical correlation analysis
S Hussein, P Kandel, JE Corral, CW Bolan, MB Wallace, U Bagci
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
62018
Deep learning to classify intraductal papillary mucinous neoplasms using magnetic resonance imaging
JE Corral, S Hussein, P Kandel, CW Bolan, U Bagci, MB Wallace
Pancreas 48 (6), 805-810, 2019
52019
Context driven label fusion for segmentation of subcutaneous and visceral fat in ct volumes
S Hussein, A Green, A Watane, G Papadakis, M Osman, U Bagci
arXiv preprint arXiv:1512.04958, 2015
52015
A novel extension to fuzzy connectivity for body composition analysis: Applications in thigh, brain, and whole body tissue segmentation
I Irmakci, S Hussein, A Savran, RR Kalyani, D Reiter, CW Chia, ...
IEEE Transactions on Biomedical Engineering 66 (4), 1069-1081, 2018
42018
Su1337-deep learning to diagnose intraductal papillary mucinous neoplasms (ipmn) with mri
JE Corral, S Hussein, P Kandel, CW Bolan, MB Wallace, U Bagci
Gastroenterology 154 (6), S-524-S-525, 2018
32018
Robust calcification tracking in fluoroscopic imaging
T Chen, S Hussein, M John, VK Singh
US Patent 10,610,181, 2020
12020
Method for detection and diagnosis of lung and pancreatic cancers from imaging scans
U Bagci, N Khosravan, S Hussein
US Patent App. 16/673,397, 2020
2020
Deep Detector Health Management under Adversarial Campaigns
J Echauz, K Kenemer, S Hussein, J Dhaliwal, S Shintre, S Grzonkowski, ...
arXiv preprint arXiv:1911.08090, 2019
2019
Adversarial Campaign Mitigation via ROC-Centric Prognostics
J Echauz, K Kenemer, S Hussein, J Dhaliwal, S Shintre, S Grzonkowski, ...
Annual Conference of the PHM Society 11 (1), 2019
2019
How Deep Learning Is Changing the Landscape of Lung Cancer Diagnosis
S Hussein, U Bagci
Lung Imaging and CADx, 329-348, 2019
2019
Intelligent Wide-band Spectrum Classifier
MO Mughal, B Toghi, S Hussein, YP Fallah
arXiv preprint arXiv:1904.06322, 2019
2019
System and method for image-based quantification of white and brown adipose tissue at the whole-body, organ and body-region levels
U Bagci, S Hussein
US Patent 10,157,462, 2018
2018
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Articles 1–20