Personal information

Medical Image Analysis, Computer-Aided Diagnosis, Infrared Imaging
Taiwan

Biography

CHUNG-MING CHEN received his PhD degree in electrical engineering from Cornell University, Ithaca, New York, U.S.A. He subsequently joined the Center for Biomedical Engineering, National Taiwan University, Taiwan, where he served as a research assistant professor. He is currently a professor of the Department of Biomedical Engineering, National Taiwan University, Taiwan. He is also a PI of the Molecular Imaging Center, National Taiwan University, where he leads the Infrared Core Laboratory aiming to develop new IR imaging technologies for various medical applications. During his term as the Director of the Institute of Biomedical Engineering, he established the undergraduate program of biomedical engineering in National Taiwan University, starting from Fall semester, 2018. He co-led a team constructing the first Taiwan medical image database for coronary artery diseases composed of 3000 Computed Tomographic Images, partially along with coronary angiography, intravascular ultrasound images, SPECT, and optical coherence tomography. At the same time, he developed the machine learning and deep learning algorithms for computer-aided detection, diagnosis and therapy of coronary diseases. His research interests include medical image analysis, machine learning and deep learning approaches for solving clinical problems based on medical images, IR medical imaging, bioinformatics and medical electronics. He had served as the conference chair, a program committee member, or an organizing committee member for several international conferences. He has published 110 journal papers and 157 conference papers. He is a member of the IEEE.

Activities

Employment (4)

National Taiwan University: Taipei, TW

2002 to present | Professor (Institute of Biomedical Engineering)
Employment
Source: Self-asserted source
CHUNG-MING CHEN

National Taiwan University: Taipei, TW

1998 to 2002 | Associate Professor (Institute of Biomedical Engineering)
Employment
Source: Self-asserted source
CHUNG-MING CHEN

National Taiwan University: Taipei, TW

1995 to 1998 | Associate Professor (Center for Biomedical Engineering)
Employment
Source: Self-asserted source
CHUNG-MING CHEN

National Taiwan University: Taipei, TW

1993 to 1994 | Research Assistant Professor (Center for Biomedical Engineering)
Employment
Source: Self-asserted source
CHUNG-MING CHEN

Education and qualifications (3)

Cornell University: Ithaca, NY, US

1989-08 to 1993-06 | PhD (School of Electrical Engineering)
Education
Source: Self-asserted source
CHUNG-MING CHEN

Cornell University: Ithaca, NY, US

1988-01 to 1989-06 | MS (School of Electrical Engineering)
Education
Source: Self-asserted source
CHUNG-MING CHEN

National Tsing Hua University: Hsinchu, TW

1979-08 to 1983-06 | BS (Department of Electrical Engineering)
Education
Source: Self-asserted source
CHUNG-MING CHEN

Works (17)

GAPPA: Enhancing prognosis prediction in primary aldosteronism post-adrenalectomy using graph-based modeling

Artificial Intelligence in Medicine
2025-01 | Journal article
Contributors: Pei-Yan Li; Yu-Wen Huang; Vin-Cent Wu; Jeff S. Chueh; Chi-Shin Tseng; Chung-Ming Chen
Source: check_circle
Crossref

Longitudinal registration of thoracic CT images with radiation-induced lung diseases: A divide-and-conquer approach based on component structure wise registration using coherent point drift

Computer Methods and Programs in Biomedicine
2024-11 | Journal article
Contributors: Yi-Chang Chen; Chi-En Lee; Fan-Ya Lin; Ya-Jing Li; Kuo-Lung Lor; Yeun-Chung Chang; Chung-Ming Chen
Source: check_circle
Crossref

Utilizing ChatGPT for Curriculum Learning in Developing a Clinical Grade Pneumothorax Detection Model: A Multisite Validation Study

Journal of Clinical Medicine
2024-07-10 | Journal article
Contributors: Joseph Chang; Kuan-Jung Lee; Ti-Hao Wang; Chung-Ming Chen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep Learning Analysis for Predicting Tumor Spread through Air Space in Early-Stage Lung Adenocarcinoma Pathology Images

Cancers
2024-06 | Journal article | Author
Contributors: De-Xiang Ou; Chao-Wen Lu; Li-Wei Chen; Wen-Yao Lee; Hsiang-Wei Hu; Jen-Hao Chuang; Mong-Wei Lin; Kuan-Yu Chen; Ling-Ying Chiu; Jin-Shing Chen et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

Quantification of Resection Margin following Sublobar Resection in Lung Cancer Patients through Pre- and Post-Operative CT Image Comparison: Utilizing a CT-Based 3D Reconstruction Algorithm

Cancers
2024-06-10 | Journal article
Contributors: Yu-Hsuan Lin; Li-Wei Chen; Hao-Jen Wang; Min-Shu Hsieh; Chao-Wen Lu; Jen-Hao Chuang; Yeun-Chung Chang; Jin-Shing Chen; Chung-Ming Chen; Mong-Wei Lin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Postoperative Free Flap Monitoring System: Circulatory Compromise Detection Based on Visible-Light Image

IEEE Access
2022 | Journal article
Contributors: Chi-En Lee; Chung-Ming Chen; Fu-Sheng Hsu; Hsin-Ju Yu; Li-Wei Chen; Ai-Su Yang; Cherng-Kang Perng
Source: check_circle
Crossref

Utilizing Mask RCNN for Monitoring Postoperative Free Flap: Circulatory Compromise Detection Based on Visible-Light and Infrared Images

IEEE Access
2022 | Journal article
Contributors: Chi-En Lee; Chung-Ming Chen; Hong-Xiang Wang; Li-Wei Chen; Cherng-Kang Perng
Source: check_circle
Crossref

Longitudinal Registration of Chest CT Images With Radiation-Induced Lung Disease

2022-12-20 | Preprint
Contributors: Fan-Ya Lin; Ya-Jing Li; Chi-En Lee; Kuo-Lung Lor; Hao-Jen Wang; Yeun-Chung Chang; Chung-Ming Chen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

CT-Based Radiomic Analysis for Preoperative Prediction of Tumor Invasiveness in Lung Adenocarcinoma Presenting as Pure Ground-Glass Nodule

Cancers
2022-11-29 | Journal article
Contributors: Tzu-Ning Kao; Min-Shu Hsieh; Li-Wei Chen; Chi-Fu Jeffrey Yang; Ching-Chia Chuang; Xu-Heng Chiang; Yi-Chang Chen; Yi-Hsuan Lee; Hsao-Hsun Hsu; Chung-Ming Chen et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Automated Marker-Free Longitudinal Infrared Breast Image Registration by GA-PSO

2022-09-07 | Preprint
Contributors: Chi-En Lee; Chung-Ming Chen; Fan-Ya Lin; Yeun-Chung Chang; Chiun-Sheng Huang
Source: check_circle
Crossref

Correction: Wang et al. Automated 3D Segmentation of the Aorta and Pulmonary Artery on Non-Contrast-Enhanced Chest Computed Tomography Images in Lung Cancer Patients. Diagnostics 2022, 12, 967

Diagnostics
2022-08-02 | Journal article
Contributors: Hao-Jen Wang; Li-Wei Chen; Hsin-Ying Lee; Yu-Jung Chung; Yan-Ting Lin; Yi-Chieh Lee; Yi-Chang Chen; Chung-Ming Chen; Mong-Wei Lin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A radiomics approach for lung nodule detection in thoracic CT images based on the dynamic patterns of morphological variation

European Radiology
2022-06 | Journal article
Contributors: Fan-Ya Lin; Yeun-Chung Chang; Hsuan-Yu Huang; Chia-Chen Li; Yi-Chang Chen; Chung-Ming Chen
Source: check_circle
Crossref

Automated 3D Segmentation of the Aorta and Pulmonary Artery on Non-Contrast-Enhanced Chest Computed Tomography Images in Lung Cancer Patients

Diagnostics
2022-04 | Journal article | Author
Contributors: Hao-Jen Wang; Li-Wei Chen; Hsin-Ying Lee; Yu-Jung Chung; Yan-Ting Lin; Yi-Chieh Lee; Yi-Chang Chen; CHUNG-MING CHEN; Mong-Wei Lin
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Prediction of micropapillary and solid pattern in lung adenocarcinoma using radiomic values extracted from near-pure histopathological subtypes

European Radiology
2021-07-03 | Journal article
Contributors: Li-Wei Chen; Shun-Mao Yang; Hao-Jen Wang; Yi-Chang Chen; Mong-Wei Lin; Min-Shu Hsieh; Hsiang-Lin Song; Huan-Jang Ko; Chung-Ming Chen; Yeun-Chung Chang
Source: check_circle
Crossref

Predictive Modelling of Lung Function using Emphysematous Density Distribution

Scientific Reports
2019-12-24 | Journal article
Contributors: Kuo-Lung Lor; Cheng-Pei Liu; Yeun-Chung Chang; Chong-Jen Yu; Cheng-Yi Wang; Ming-Jui Chung; Fan-Ya Lin; Chung-Ming Chen
Source: check_circle
Crossref

Combined virtual-assisted lung mapping (VAL-MAP) with CT-guided localization in thoracoscopic pulmonary segmentectomy

Asian Journal of Surgery
2019-03 | Journal article
Contributors: Shun-Mao Yang; Ching-Kai Lin; Li-Wei Chen; Yi-Chang Chen; Hsin-Chieh Huang; Huan-Jang Ko; Chung-Ming Chen; Masaaki Sato
Source: check_circle
Crossref

Adverse prognosis and distinct progression patterns after concurrent chemoradiotherapy for glioblastoma with synchronous subventricular zone and corpus callosum invasion

Radiotherapy and Oncology
2016-01 | Journal article
Contributors: Tony Hsiang-Kuang Liang; Sung-Hsin Kuo; Chun-Wei Wang; Wan-Yu Chen; Che-Yu Hsu; Shih-Fan Lai; Ham-Min Tseng; San-Lin You; Chung-Ming Chen; Wen-Yih Isaac Tseng
Source: check_circle
Crossref