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Sarfaraz Hussein

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Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks

Sep 17, 2022
Marguerite B. Basta, Sarfaraz Hussein, Hsiang Hsu, Flavio P. Calmon

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Out of distribution detection for skin and malaria images

Nov 02, 2021
Muhammad Zaida, Shafaqat Ali, Mohsen Ali, Sarfaraz Hussein, Asma Saadia, Waqas Sultani

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Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling

Apr 10, 2021
Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani

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Deep Detector Health Management under Adversarial Campaigns

Nov 19, 2019
Javier Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew Gardner

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A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation

Oct 14, 2018
Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. Spencer, Luigi Ferrucci, Ulas Bagci

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Supervised and Unsupervised Tumor Characterization in the Deep Learning Era

Jul 29, 2018
Sarfaraz Hussein, Maria M. Chuquicusma, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci

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Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis

Apr 27, 2018
Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci

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How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis

Jan 09, 2018
Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci

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Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning

Apr 28, 2017
Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci

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TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process

Mar 02, 2017
Sarfaraz Hussein, Robert Gillies, Kunlin Cao, Qi Song, Ulas Bagci

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