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Name: Khondker Fariha Hossain

Type: User

Company: University of Nevada, Reno

Bio: Computer Science and Engineering Graduate. I am working on Data Science pipelines.

Location: Reno, Nevada

Hi there 👋

🌱Deep Learning Researcher working on Bio-medical Imaging

🔎 I'm in the job market and actively looking for an internship in Deep Learning, Computer Vision, and Medical Imaging from May 2024. [Curriculum Vitae]

🎓 Ph.D. Candidate[4th Year] in CS University of Nevada, Reno. [Personal Page]
💻 My Research is focused on Multi-Modal Medical Imaging. [Google Scholar]

Selected Publications

05.20.2023 Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology (MICCAI 2023)
04.18.2023 Swin-SFTNet: Spatial Feature Expansion and Aggregation Using Swin Transformer for Whole Breast Micro-Mass Segmentation (ISBI 2022)
09.30.2022 ECG-ATK-GAN: Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks (AMAI, MICCAI 2022)
11.08.2022 ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks (ICMLA 2021)
12.09.2020 A novel deep learning conditional generative adversarial network for producing angiography images from retinal fundus photographs (Scientific Reports, Nature)

#📫 I can be reached at

Khondker Fariha Hossain's Projects

arduino-radar

attendance-management-system

awesome-computer-vision

A curated list of awesome computer vision resources

bankreconciliationpro

chest-x-ray-cnn

deep-learning-papers-list

Papers-Roadmap

deep_learning_architectures

ecg-adv-gan

[ICMLA'21][Tensorflow]Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks

ecg-atk-gan

[AMAI,MICCAI'22][Tensorflow]Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks

farihahossain

farihahossain.github.io

game-theoretical-vulnerability-analysis-of-adversarial-attack

[ISVC'22] We interpret potential attacks in deep learning applications while representing viable defense strategies in the game theory prospect.

graphical_tap

JAVA OPEN GL

kerasvggcifar10

Keras VGG implementation for CIFAR-10 classification Tutorial

liver-tumor-cgan

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machinelearningpython-r

models

Models and examples built with TensorFlow

radio

Official repository for "AM-RADIO: Reduce All Domains Into One"

rvgan

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

sharifamit.github.io

sit742

SIT742: Modern Data Science

swin-sftnet

[ISBI 2023] Swin-SFTNet: spatial feature expansion and aggregation using swin transformer for whole breast micro-mass segmentation

swinfsr

[MICCAI'23] [Pytorch] Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology

farihahossain Goto Github PK

Hi there 👋

🌱Deep Learning Researcher working on Bio-medical Imaging

Selected Publications

Khondker Fariha Hossain's Projects

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