Search Results for author: Prithul Sarker

Found 5 papers, 1 papers with code

MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer

1 code implementation26 Feb 2024 Sushmita Sarker, Prithul Sarker, George Bebis, Alireza Tavakkoli

Traditional deep learning approaches for breast cancer classification has predominantly concentrated on single-view analysis.

Image Classification

ConnectedUNets++: Mass Segmentation from Whole Mammographic Images

no code implementations25 Oct 2022 Prithul Sarker, Sushmita Sarker, George Bebis, Alireza Tavakkoli

Deep learning has made a breakthrough in medical image segmentation in recent years due to its ability to extract high-level features without the need for prior knowledge.

Decoder Image Segmentation +2

Virtual-Reality based Vestibular Ocular Motor Screening for Concussion Detection using Machine-Learning

no code implementations13 Oct 2022 Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip Pavilionis, Isayas Adhanom, Nicholas Murray, Alireza Tavakkoli

Therefore, for the assessment and management of concussion detection, standardization is required to lower the risk of injury and increase the validation among clinicians.

Management

Analysis of Smooth Pursuit Assessment in Virtual Reality and Concussion Detection using BiLSTM

no code implementations12 Oct 2022 Prithul Sarker, Khondker Fariha Hossain, Isayas Berhe Adhanom, Philip K Pavilionis, Nicholas G. Murray, Alireza Tavakkoli

The sport-related concussion (SRC) battery relies heavily upon subjective symptom reporting in order to determine the diagnosis of a concussion.

VR-SFT: Reproducing Swinging Flashlight Test in Virtual Reality to Detect Relative Afferent Pupillary Defect

no code implementations12 Oct 2022 Prithul Sarker, Nasif Zaman, Alireza Tavakkoli

The relative afferent asymmetry between two eyes can be diagnosed using swinging flashlight test, also known as the alternating light test.

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