Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation. - Sharif Amit Kamran; Ali Shihab Sabbir (CoRR, 2017)

Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks. - Sourajit Saha; Sharif Amit Kamran; Ali Shihab Sabbir (CoRR, 2018)

AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018. - Sharif Amit Kamran; Ahmed Imtiaz Humayun; Samiul Alam; Rashed Mohammad Doha; Manash Kumar Mandal; Tahsin Reasat; Fuad Rahman 001 (CoRR, 2018)

Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. - Sharif Amit Kamran; Sourajit Saha; Ali Shihab Sabbir; Alireza Tavakkoli (ICMLA, 2019)

Improving Robustness Using Joint Attention Network for Detecting Retinal Degeneration From Optical Coherence Tomography Images. - Sharif Amit Kamran; Alireza Tavakkoli; Stewart Lee Zuckerbrod (ICIP, 2020)

Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod (ICPR, 2020)

Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Zuckerbrod; Salah A. Baker; Kenton M. Sanders (ISVC (2), 2020)

Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod (CoRR, 2020)

VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod; Salah A. Baker (ICCVW, 2021)

ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. - Khondker Fariha Hossain; Sharif Amit Kamran; Alireza Tavakkoli; Lei Pan 002; Xingjun Ma; Sutharshan Rajasegarar; Chandan Karmaker (ICMLA, 2021)

RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs Using a Novel Multi-scale Generative Adversarial Network. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod; Kenton M. Sanders; Salah A. Baker (MICCAI (8), 2021)

RV-GAN : Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod; Kenton M. Sanders; Salah A. Baker (CoRR, 2021)

VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod; Kenton M. Sanders; Salah A. Baker (CoRR, 2021)

ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. - Khondker Fariha Hossain; Sharif Amit Kamran; Alireza Tavakkoli; Lei Pan 002; Daniel Ma; Sutharshan Rajasegarar; Chandan Karmaker (CoRR, 2021)

Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective. - Sharif Amit Kamran; Shamik Sengupta; Alireza Tavakkoli (CoRR, 2021)

ECG-ATK-GAN: Robustness against Adversarial Attacks on ECG using Conditional Generative Adversarial Networks. - Khondker Fariha Hossain; Sharif Amit Kamran; Xingjun Ma; Alireza Tavakkoli (CoRR, 2021)

Virtual-Reality Based Vestibular Ocular Motor Screening for Concussion Detection Using Machine-Learning. - Khondker Fariha Hossain; Sharif Amit Kamran; Prithul Sarker; Philip K. Pavilionis; Isayas B. Adhanom; Nicholas G. Murray; Alireza Tavakkoli (ISVC (2), 2022)

ECG-ATK-GAN: Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks. - Khondker Fariha Hossain; Sharif Amit Kamran; Alireza Tavakkoli; Xingjun Ma (AMAI@MICCAI, 2022)

Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Stewart Lee Zuckerbrod; Salah A. Baker (OMIA@MICCAI, 2022)

Swin-SFTNet : Spatial Feature Expansion and Aggregation Using Swin Transformer for Whole Breast Micro-Mass Segmentation. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; George Bebis; Salah A. Baker (ISBI, 2023)

Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. - Khondker Fariha Hossain; Sharif Amit Kamran; Joshua Ong; Andrew G. Lee; Alireza Tavakkoli (MICCAI (7), 2023)

SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation. - Sharif Amit Kamran; Khondker Fariha Hossain; Alireza Tavakkoli; Salah A. Baker; Stewart Lee Zuckerbrod (CoRR, 2023)

Deep Representation Learning with Limited Data for Biomedical Image Synthesis, Segmentation, and Detection. - Sharif Amit Kamran (2023)

SwinVFTR: A Novel Volumetric Feature-Learning Transformer for 3D OCT Fluid Segmentation. - Khondker Fariha Hossain; Sharif Amit Kamran; Alireza Tavakkoli; George Bebis; Salah A. Baker (ISBI, 2025)

PSO-NET: Development of an Automated Psoriasis Assessment System Using Attention-Based Interpretable Deep Neural Networks. - Sharif Amit Kamran; Molly V. Lucas; Brendon Lutnick; Chaitanya Parmar; Basudha Pal; Asha Patel Shah; David Apfel; Steven Fakharzadeh; Lloyd Miller; Stephen S. F. Yip; Kristopher Standish; Gabriela Oana Cula (ISBI, 2025)

GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification. - Basudha Pal; Sharif Amit Kamran; Brendon Lutnick; Molly V. Lucas; Chaitanya Parmar; Asha Patel Shah; David Apfel; Steven Fakharzadeh; Lloyd Miller; Gabriela Oana Cula; Kristopher Standish (CoRR, 2025)