Sharif Amit Kamran

35 papers B 2C 2Journal 19Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	GRASP-PsONet: Gradient-Based Removal of Spurious Patterns for PsOriasis Severity Classification. MICCAI (13) 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
2025	J	`jnl`	GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification. CoRR 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
2025	—	`conf`	PSO-NET: Development of an Automated Psoriasis Assessment System Using Attention-Based Interpretable Deep Neural Networks. ISBI 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
2025	J	`jnl`	PSO-Net: Development of an automated psoriasis assessment system using attention-based interpretable deep neural networks. CoRR 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
2025	—	`conf`	SwinVFTR: A Novel Volumetric Feature-Learning Transformer for 3D OCT Fluid Segmentation. ISBI Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, George Bebis, Salah A. Baker
2023	—	`—`	Deep Representation Learning with Limited Data for Biomedical Image Synthesis, Segmentation, and Detection. Sharif Amit Kamran
2023	—	`conf`	Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. MICCAI (7) Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli
2023	J	`jnl`	Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. CoRR Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli
2023	—	`conf`	Swin-SFTNet : Spatial Feature Expansion and Aggregation Using Swin Transformer for Whole Breast Micro-Mass Segmentation. ISBI Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, George Bebis, Salah A. Baker
2023	J	`jnl`	SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Salah A. Baker, Stewart Lee Zuckerbrod
2022	—	`conf`	ECG-ATK-GAN: Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks. AMAI@MICCAI Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Xingjun Ma
2022	—	`conf`	Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. OMIA@MICCAI Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
2022	J	`jnl`	Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
2022	J	`jnl`	SWIN-SFTNet : Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, George Bebis, Salah A. Baker
2022	—	`conf`	Virtual-Reality Based Vestibular Ocular Motor Screening for Concussion Detection Using Machine-Learning. ISVC (2) Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip K. Pavilionis, Isayas B. Adhanom, Nicholas G. Murray, Alireza Tavakkoli
2022	J	`jnl`	Virtual-Reality based Vestibular Ocular Motor Screening for Concussion Detection using Machine-Learning. CoRR Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip K. Pavilionis, Isayas B. Adhanom, Nicholas G. Murray, Alireza Tavakkoli
2021	J	`jnl`	ECG-ATK-GAN: Robustness against Adversarial Attacks on ECG using Conditional Generative Adversarial Networks. CoRR Khondker Fariha Hossain, Sharif Amit Kamran, Xingjun Ma, Alireza Tavakkoli
2021	C	`conf`	ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. ICMLA Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Xingjun Ma, Sutharshan Rajasegarar, Chandan Karmaker
2021	J	`jnl`	ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. CoRR Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Daniel Ma, Sutharshan Rajasegarar, Chandan Karmaker
2021	J	`jnl`	RV-GAN : Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
2021	—	`conf`	RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs Using a Novel Multi-scale Generative Adversarial Network. MICCAI (8) Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
2021	J	`jnl`	Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective. CoRR Sharif Amit Kamran, Shamik Sengupta, Alireza Tavakkoli
2021	—	`conf`	VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. ICCVW Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
2021	J	`jnl`	VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
2020	B	`conf`	Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. ICPR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
2020	J	`jnl`	Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
2020	—	`conf`	Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. ISVC (2) Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Zuckerbrod, Salah A. Baker, Kenton M. Sanders
2020	J	`jnl`	Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. CoRR Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
2020	B	`conf`	Improving Robustness Using Joint Attention Network for Detecting Retinal Degeneration From Optical Coherence Tomography Images. ICIP Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod
2020	J	`jnl`	Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images. CoRR Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod
2019	C	`conf`	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. ICMLA Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli
2019	J	`jnl`	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. CoRR Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli
2018	J	`jnl`	AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018. CoRR Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman
2018	J	`jnl`	Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks. CoRR Sourajit Saha, Sharif Amit Kamran, Ali Shihab Sabbir
2017	J	`jnl`	Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation. CoRR Sharif Amit Kamran, Ali Shihab Sabbir