Haomin Chen

Haomin Chen

Johns Hopkins University

H-index: 7

North America-United States

About Haomin Chen

Haomin Chen, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of computer vison, medical imaging.

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

An ASER AI/ML expert panel formative user research study for an interpretable interactive splenic AAST grading graphical user interface prototype

Direct gene expression profile prediction for uveal melanoma from digital cytopathology images via deep learning and salient image region identification

Toward automated interpretable AAST grading for blunt splenic injury

A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow

A pilot study of deep learning-based CT volumetry for traumatic hemothorax

Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review

Predicting the Gene Expression Profile of Uveal Melanoma Fom Digital Cytopathology via Salient Image Region Identification

An interpretable Algorithm for uveal melanoma subtyping from whole slide cytology images

Haomin Chen Information

University

Position

Computer Science

Citations(all)

221

Citations(since 2020)

221

Cited By

34

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Haomin Chen Skills & Research Interests

computer vison

medical imaging

Top articles of Haomin Chen

An ASER AI/ML expert panel formative user research study for an interpretable interactive splenic AAST grading graphical user interface prototype

Emergency Radiology

2024/2/2

Direct gene expression profile prediction for uveal melanoma from digital cytopathology images via deep learning and salient image region identification

Ophthalmology Science

2023/3/1

Haomin Chen
Haomin Chen

H-Index: 2

Mathias Unberath
Mathias Unberath

H-Index: 17

Toward automated interpretable AAST grading for blunt splenic injury

Emergency radiology

2023/2

Haomin Chen
Haomin Chen

H-Index: 2

Mathias Unberath
Mathias Unberath

H-Index: 17

A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow

Frontiers in Medicine

2023

A pilot study of deep learning-based CT volumetry for traumatic hemothorax

Emergency radiology

2022/12

Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review

2022/10/19

Predicting the Gene Expression Profile of Uveal Melanoma Fom Digital Cytopathology via Salient Image Region Identification

Haomin and Gomez, Catalina and Correa, Zelia and Unberath, Mathias, Predicting the Gene Expression Profile of Uveal Melanoma Fom Digital Cytopathology via Salient Image Region Identification (11/8/2021)

2021/11/8

An interpretable Algorithm for uveal melanoma subtyping from whole slide cytology images

arXiv preprint arXiv:2108.06246

2021/8/13

Gene expression profile prediction in uveal melanoma using deep learning: a pilot study for the development of an alternative survival prediction tool

2020/12/1

Deep hiearchical multi-label classification applied to chest X-ray abnormality taxonomies

Medical image analysis

2020/12/1

Haomin Chen
Haomin Chen

H-Index: 2

An interactive approach to region of interest selection in cytologic analysis of uveal melanoma based on unsupervised clustering

2020

Anatomy-aware siamese network: Exploiting semantic asymmetry for accurate pelvic fracture detection in x-ray images

2020

See List of Professors in Haomin Chen University(Johns Hopkins University)