Publications

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. The 26th International Conference on Medical Image Computing and Computer Assisted Intervention. MICCAI2023.

SWIN-SFTNet: Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation
Sharif Amit Kamran, Khondker Fariha Hossain(Equal Contribution), Alireza Tavakkoli, George Bebis, Salah A. Baker. 20th IEEE International Symposium on Biomedical Imaging. ISBI2023.

A Game Theoretical vulnerability analysis of Adversarial Attack
Khondker Fariha Hossain, Alireza Tavakkoli, . International Symposium on Visual Computing 2022. ISVC_G_2022.

ECG-ATK-GAN: Robustness against Adversarial Attacks on ECGs using Conditional Generative Adversarial Networks
Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Daniel Ma. Applications of Medical AI (AMAI) at MICCAI 2022. AMAI 2022.

ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks
Khondker Fariha Hossain,Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Daniel Ma, Sutharshan Rajasegarar, Chandan Karmaker. 20th IEEE International Conference On Machine Learning And Applications. ICMLA 2021.

Virtual-Reality based Vestibular Ocular Motor Screening for Concussion Detection using Machine-Learning
Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Daniel Ma. International Symposium on Visual Computing 2022. ISVC_VR_2022.

New open-source software for subcellular segmentation and analysis of spatiotemporal fluorescence signals using deep learning
Sharif Amit Kamran, Khondker Fariha Hossain, Hussein Moghnieh, Sarah Riar, Allison Bartlett, Alireza Tavakkoli, Kenton M. Sanders, Salah A. Baker. Journal Article. iScience.

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. 2021 IEEE/CVF International Conference on Computer Vision Workshop. ICCV 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. 24th International Conference on Medical Image Computing and Computer Assisted Intervention. MICCAI 2021.

A Novel Deep Learning Conditional Generative Adversarial Network for Producing Angiography Images from Retinal Fundus Photographs
Alireza Tavakkoli, Sharif Amit Kamran, Khondker Fariha Hossain, Stewart Lee Zuckerbrod. Journal Article. Scientific Reports.

Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod. 25th International Conference on Pattern Recognition. ICPR 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, Kenton M Sanders, Sal Baker. 15th International Symposium on Visual Computing. ISVC 2020.