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Sarfaraz Hussein
Sarfaraz Hussein
Machine Learning @ Amazon
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
2652018
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
2622019
Risk stratification of lung nodules using 3D CNN-based multi-task learning
S Hussein, K Cao, Q Song, U Bagci
Information Processing in Medical Imaging: 25th International Conference …, 2017
1952017
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
1812018
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
1372017
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
562019
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
342017
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
332016
Estimation of BMI from facial images using semantic segmentation based region-aware pooling
N Yousaf, S Hussein, W Sultani
Computers in Biology and Medicine 133, 104392, 2021
212021
Robust calcification tracking in fluoroscopic imaging
T Chen, S Hussein, M John, VK Singh
US Patent 10,610,181, 2020
182020
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
182018
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
142018
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
82015
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, 977-985, 2016
72016
Identifying out of distribution samples for skin cancer and malaria images
M Zaid, S Ali, M Ali, S Hussein, A Saadia, W Sultani
Biomedical Signal Processing and Control 78, 103882, 2022
42022
Adversarial campaign mitigation via roc-centric prognostics
J Echauz, K Kenemer, S Hussein, J Dhaliwal, S Shintre, S Grzonkowski, ...
Proceedings of the Annual Conference of the PHM Society 11, 2019
42019
Automatic Detection of Multiple Organs Using Convolutional Neural Networks
E Cole, S Hussein
42015
Out of distribution detection for skin and malaria images
M Zaida, S Ali, M Ali, S Hussein, A Saadia, W Sultani
arXiv preprint arXiv:2111.01505, 2021
32021
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
Method for detection and diagnosis of lung and pancreatic cancers from imaging scans
U Bagci, N Khosravan, S Hussein
US Patent 11,730,387, 2023
12023
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Articles 1–20