Heang‐Ping Chan - Publications, H-index & Citations

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Heang‐Ping Chan

university of michigan

73H-index

564Paper Count

1.8WCitation Count

Published Papers 198

Publication Date

Bladder cancer segmentation using u-net-based deep-learning

Scientific Reports

IF3.9

2026-05-13

OAAI

Basavasagar Patil; Lubomir Hadjiiski; Di Sun; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili; Chuan Zhou

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Leveraging Serial Low-Dose CT Scans in Radiomics-based Reinforcement Learning to Improve Early Diagnosis of Lung Cancer at Baseline Screening

RADIOLOGY-CARDIOTHORACIC IMAGING

IF4.2

2024-06-01

OAAI

Wang, Yifan; Zhou, Chuan; Ying, Lei; Lee, Elizabeth; Chan, Heang-Ping; Chughtai, Aamer; Hadjiiski, Lubomir M.; Kazerooni, Ella A.

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X-ray source motion blur modeling and deblurring with generative diffusion for digital breast tomosynthesis

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2024-05-14

OAAI

Gao, Mingjie; Fessler, Jeffrey A.; Chan, Heang-Ping

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Detection of Severe Lung Infection on Chest Radiographs of COVID-19 Patients: Robustness of AI Models across Multi-Institutional Data

DIAGNOSTICS

IF3.3

2024-02-05

OAAI

Sobiecki, Andre; Hadjiiski, Lubomir M.; Chan, Heang-Ping; Samala, Ravi K.; Zhou, Chuan; Stojanovska, Jadranka; Agarwal, Prachi P.

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Model-based deep CNN-regularized reconstruction for digital breast tomosynthesis with a task-based CNN image assessment approach

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2023-12-13

OAAI

Gao, Mingjie; Fessler, Jeffrey A.; Chan, Heang-Ping

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Potential of AI-assisted analysis of mammograms for extensive intraductal component in invasive breast cancer

EUROPEAN RADIOLOGY

IF4.7

2023-11-16

PREAI

Chan, HP

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Deep learning denoising of digital breast tomosynthesis: Observer performance study of the effect on detection of microcalcifications in breast phantom images

MEDICAL PHYSICS

IF3.2

2023-05-05

OAAI

Chan, Heang-Ping; Helvie, Mark A.; Gao, Mingjie; Hadjiiski, Lubomir; Zhou, Chuan; Garver, Kim; Klein, Katherine A.; McLaughlin, Carol; Oudsema, Rebecca; Rahman, W. Tania; Roubidoux, Marilyn A.

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AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging

MEDICAL PHYSICS

IF3.2

2023-01-06

OAAI

Hadjiiski, Lubomir; Cha, Kenny; Chan, Heang-Ping; Drukker, Karen; Morra, Lia; Nappi, Janne J.; Sahiner, Berkman; Yoshida, Hiroyuki; Chen, Quan; Deserno, Thomas M.; Greenspan, Hayit; Huisman, Henkjan; Huo, Zhimin; Mazurchuk, Richard; Petrick, Nicholas; Regge, Daniele; Samala, Ravi; Summers, Ronald M.; Suzuki, Kenji; Tourassi, Georgia; Vergara, Daniel; Armato, Samuel G., III

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Hybrid U-Net-based deep learning model for volume segmentation of lung nodules in CT images

MEDICAL PHYSICS

IF3.2

2022-08-17

OAAI

Wang, Yifan; Zhou, Chuan; Chan, Heang-Ping; Hadjiiski, Lubomir M.; Chughtai, Aamer; Kazerooni, Ella A.

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Effect of Dose Level on Radiologists' Detection of Microcalcifications in Digital Breast Tomosynthesis: An Observer Study with Breast Phantoms

ACADEMIC RADIOLOGY

IF3.9

2022-01-01

OAAI

Chan, Heang-Ping; Helvie, Mark A.; Klein, Katherine A.; McLaughlin, Carol; Neal, Colleen H.; Oudsema, Rebecca; Rahman, W. Tania; Roubidoux, Marilyn A.; Hadjiiski, Lubomir M.; Zhou, Chuan; Samala, Ravi K.

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Recursive Training Strategy for a Deep Learning Network for Segmentation of Pathology Nuclei With Incomplete Annotation

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Zhou, Chuan; Chan, Heang-Ping; Hadjiiski, Lubomir M.; Chughtai, Aamer

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AI in Medical Physics Gidelines for publication

MEDICAL PHYSICS

IF3.2

2021-09-21

OAAI

El Naqa, Issam; Boone, John M.; Benedict, Stanley H.; Goodsitt, Mitchell M.; Chan, Heang-Ping; Drukker, Karen; Hadjiiski, Lubomir; Ruan, Dan; Sahiner, Berkman

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Using Single-View Wide-Angle DBT with AI for Breast Cancer Screening

RADIOLOGY

IF15.2

2021-09-01

PREAI

Chan, Heang-Ping; Helvie, Mark A.

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Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-07-01

OAAI

Gao, Mingjie; Fessler, Jeffrey A.; Chan, Heang-Ping

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Risks of feature leakage and sample size dependencies in deep feature extraction for breast mass classification

MEDICAL PHYSICS

IF3.2

2021-04-12

OAAI

Samala, Ravi K.; Chan, Heang-Ping; Hadjiiski, Lubomir; Helvie, Mark A.

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Assessment of task-based performance from five clinical DBT systems using an anthropomorphic breast phantom

MEDICAL PHYSICS

IF3.2

2021-01-28

OAAI

Ikejimba, Lynda C.; Salad, Jesse; Graff, Christian G.; Goodsitt, Mitchell; Chan, Heang-Ping; Huang, Hailiang; Zhao, Wei; Ghammraoui, Bahaa; Lo, Joseph Y.; Glick, Stephen J.

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Digital Breast Tomosynthesis Slab Thickness: Impact on Reader Performance and Interpretation Time

RADIOLOGY

IF15.2

2020-12-01

PREAI

Pujara, Akshat C.; Joe, Annette, I; Patterson, Stephanie K.; Neal, Colleen H.; Noroozian, Mitra; Ma, Tianwen; Chan, Heang-Ping; Helvie, Mark A.; Maturen, Katherine E.

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Pathologic categorization of lung nodules: Radiomic descriptors of CT attenuation distribution patterns of solid and subsolid nodules in low-dose CT

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2020-08-01

OAAI

Zhou, Chuan; Chan, Heang-Ping; Chughtai, Aamer; Hadjiiski, Lubomir M.; Kazerooni, Ella A.; Wei, Jun

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Computer-aided diagnosis in the era of deep learning

MEDICAL PHYSICS

IF3.2

2020-05-17