Wookjin Choi

Wookjin Choi

Virginia State University

H-index: 12

North America-United States

About Wookjin Choi

Wookjin Choi, With an exceptional h-index of 12 and a recent h-index of 11 (since 2020), a distinguished researcher at Virginia State University, specializes in the field of Medical Image Analysis, Radiomics, Bioinformatics, Computer Vision, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quantitative assessment of dosimetric effect of using alternative OAR delineations in treatment planning as functions of delineations, setup uncertainty and planning techniques …

Plan Robust Comparison between DCA and VMAT for Single-Isocenter Multi-Lesion Stereotactic Radiosurgery (SRS) Treatments

Novel Functional Radiomics for Prediction of Cardiac Positron Emission Tomography Avidity in Lung Cancer Radiotherapy

Comparison of setup accuracy of optical surface image versus orthogonal x‐ray images for VMAT of the left breast using deep‐inspiration breath‐hold

Preoperative 18F-FDG PET/CT and CT Radiomics for Identifying Aggressive Histopathological Subtypes in Early Stage Lung Adenocarcinoma

Novel Deep Learning Segmentation Models for Accurate GTV and OAR Segmentation in MR-Guided Adaptive Radiotherapy for Pancreatic Cancer Patients

The 3D Position Estimation and Tracking of a Surface Vehicle Using a Mono-Camera and Machine Learning

CIRDataset: a large-scale dataset for clinically-interpretable lung nodule Radiomics and malignancy prediction

Wookjin Choi Information

University

Position

Assistant Professor of Computer Science

Citations(all)

915

Citations(since 2020)

608

Cited By

587

hIndex(all)

12

hIndex(since 2020)

11

i10Index(all)

15

i10Index(since 2020)

13

Email

University Profile Page

Virginia State University

Google Scholar

View Google Scholar Profile

Wookjin Choi Skills & Research Interests

Medical Image Analysis

Radiomics

Bioinformatics

Computer Vision

Deep Learning

Top articles of Wookjin Choi

Title

Journal

Author(s)

Publication Date

Quantitative assessment of dosimetric effect of using alternative OAR delineations in treatment planning as functions of delineations, setup uncertainty and planning techniques …

arXiv preprint arXiv:2401.05656

MNH Rashad

Abishek Karki

Jason Czak

Victor Gabriel Alves

Hamidreza Nourzadeh

...

2024/1/11

Plan Robust Comparison between DCA and VMAT for Single-Isocenter Multi-Lesion Stereotactic Radiosurgery (SRS) Treatments

Cureus Journal of Medical Science

Yingxuan Chen

Zhenghao Xiao

Lydia Wilson

Wookjin Choi

Rodney Sullivan

...

2024/3/6

Novel Functional Radiomics for Prediction of Cardiac Positron Emission Tomography Avidity in Lung Cancer Radiotherapy

International Journal of Radiation Oncology, Biology, Physics

W Choi

Y Jia

J Kwak

AP Dicker

NL Simone

...

2023/10/1

Comparison of setup accuracy of optical surface image versus orthogonal x‐ray images for VMAT of the left breast using deep‐inspiration breath‐hold

Journal of Applied Clinical Medical Physics

Wei Lu

Linda X Hong

Nelson Yamada

Sean L Berry

Yulin Song

...

2023/12

Preoperative 18F-FDG PET/CT and CT Radiomics for Identifying Aggressive Histopathological Subtypes in Early Stage Lung Adenocarcinoma

Computational and Structural Biotechnology Journal

Wookjin Choi

Chia-Ju Liu

Sadegh Riyahi Alam

Jung Hun Oh

Raj Vaghjiani

...

2023/11/11

Novel Deep Learning Segmentation Models for Accurate GTV and OAR Segmentation in MR-Guided Adaptive Radiotherapy for Pancreatic Cancer Patients

International Journal of Radiation Oncology, Biology, Physics

W Choi

H Nourzadeh

Y Chen

C Ainsley

V Desai

...

2023/10/1

The 3D Position Estimation and Tracking of a Surface Vehicle Using a Mono-Camera and Machine Learning

Electronics

Ju Wang

Wookjin Choi

Jose Diaz

Curtrell Trott

2022/7/8

CIRDataset: a large-scale dataset for clinically-interpretable lung nodule Radiomics and malignancy prediction

Wookjin Choi

Navdeep Dahiya

Saad Nadeem

2022/9/16

Human pose estimation in uav-human workspace

Ju Wang

Wookjin Choi

Igor Shtau

Tyler Ferro

Zhenhua Wu

...

2021

OARnet: Automated organs-at-risk delineation in Head and Neck CT images

arXiv preprint arXiv:2108.13987

Mumtaz Hussain Soomro

Hamidreza Nourzadeh

Victor Gabriel Leandro Alves

Wookjin Choi

Jeffrey V Siebers

2021/8/31

PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma

Bioinformatics

Jung Hun Oh

Wookjin Choi

Euiseong Ko

Mingon Kang

Allen Tannenbaum

...

2021/7/1

Reproducible and interpretable spiculation quantification for lung cancer screening

Computer methods and programs in biomedicine

Wookjin Choi

Saad Nadeem

Sadegh R Alam

Joseph O Deasy

Allen Tannenbaum

...

2021/3/1

An error detection method for real‐time EPID‐based treatment delivery quality assurance

Medical Physics

Victor Gabriel Leandro Alves

Mahmoud Ahmed

Eric Aliotta

Wookjin Choi

Jeffrey Vincent Siebers

2021/2

Automatic motion tracking system for analysis of insect behavior

Darrin Gladman

Jehu Osegbe

Wookjin Choi

Joon Suk Lee

2020/8/21

A Pre-Treatment PET And CT-Derived Model for Progression-Free Survival in Early Stage Non-Small Cell Lung Cancer

International Journal of Radiation Oncology, Biology, Physics

M Thor

KJ Fitzgerald

A Apte

JH Oh

A Iyer

...

2020/11/1

An automated workflow to improve efficiency in radiation therapy treatment planning by prioritizing organs at risk

Advances in Radiation Oncology

Eric Aliotta

Hamidreza Nourzadeh

Wookjin Choi

Victor Gabriel Leandro Alves

Jeffrey V Siebers

2020/11/1

Unsupervised Learning of Deep-Learned Features from Breast Cancer Images

Sanghoon Lee

Colton Farley

Simon Shim

Wook-Sung Yoo

Yanjun Zhao

...

2020/10/26

External validation of radiomics‐based predictive models in low‐dose CT screening for early lung cancer diagnosis

Medical physics

Noemi Garau

Chiara Paganelli

Paul Summers

Wookjin Choi

Sadegh Alam

...

2020/9

See List of Professors in Wookjin Choi University(Virginia State University)

Co-Authors

H-index: 86
Allen Tannenbaum

Allen Tannenbaum

Stony Brook University

H-index: 53
Feng Jiang

Feng Jiang

University of Maryland

H-index: 51
Jeffrey Siebers

Jeffrey Siebers

University of Virginia

H-index: 37
Wengen Chen

Wengen Chen

University of Maryland, Baltimore

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