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Hi there 👋

I am a Medical Physics Resident at the University of Maryland Medical Center. I got my PhD from the Biomedical Engineering Program Medical Physics Track at UT Southwestern Medical Center (UTSW), advised by Dr. Jing Wang. I worked at Medical Artificial Intelligence and Automation (MAIA) Lab and Advanced Imaging and Informatics for Radiation Therapy (AIRT) Lab for my PhD dissertation, my research projects mainly focus on radiomics-based cancer radiotherapy outcome prediction .

Before coming to UTSW, I worked with Dr. Xuanqin Mou and Dr. Xi Chen at the Institute of Image Processing and Pattern Recognition (IIPPR) of Xi'an Jiaotong University on Field Emission X-ray Source Array based Imaging Methods for my master's thesis.

My research interest includes medical image analysis, cancer treatment outcome prediction, radiomics, and medical imaging.

wangkaiwan's Projects

abr icon abr

A Beautiful Repository

algorithms icon algorithms

Documented algorithmic problems/solutions + datastructures

codebase icon codebase

This repository is used to provide a code base for PyTorch-based training framework

deeprl icon deeprl

Combining deep learning and reinforcement learning.

detection-proposals icon detection-proposals

Evaluation of detection performance, recall, and repeatability of detection proposal algorithms

driver-sleep-detection-system icon driver-sleep-detection-system

As part of my thesis project, I designed a monitoring system in Matlab which processes the video input to indicate the current driving aptitude of the driver and warning alarm is raised based on eye blink and mouth yawning rate if driver is fatigue. It is implemented using Viola-Jones and Sobel techniques for facial features detection.

groupvit icon groupvit

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

lro_reliableradiomics icon lro_reliableradiomics

Code implementation for manuscript: Towards Reliable Head and Neck Cancers Locoregional Recurrence Prediction using Delta-radiomics and Learning with Rejection Option.

prmlt icon prmlt

Pattern Recognition and Machine Learning Toolbox

traffichazarddetection icon traffichazarddetection

Cross platform computer vision system that helps drivers identify traffic hazards in real-time. Demo video: https://www.youtube.com/watch?v=z9ScPaU7MoI

turkergaze icon turkergaze

a webcam-based eye tracking game for collecting large-scale eye tracking data via crowdourcing

vs-growth-prediction icon vs-growth-prediction

Code implementation for manuscript: Joint Vestibular Schwannoma Enlargement Prediction and Segmentation Using a Deep Multi-task Model

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