Ken Chang

Ken Chang

Harvard University

H-index: 37

North America-United States

About Ken Chang

Ken Chang, With an exceptional h-index of 37 and a recent h-index of 37 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Machine Learning, Medical Imaging, Distributed Learning.

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

Deep learning for noninvasive assessment of H3 K27M mutation status in diffuse midline gliomas using MR imaging

A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging

Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance

Bavituximab decreases immunosuppressive myeloid-derived suppressor cells in newly diagnosed glioblastoma patients

Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation

FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction

Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

NIMG-76. A DEEP LEARNING ALGORITHM FOR FULLY AUTOMATED VOLUMETRIC MEASUREMENT OF MENINGIOMA BURDEN

Ken Chang Information

University

Position

MD-PhD Candidate -MIT Division of Health Sciences & Technology

Citations(all)

6892

Citations(since 2020)

6588

Cited By

2162

hIndex(all)

37

hIndex(since 2020)

37

i10Index(all)

60

i10Index(since 2020)

59

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Ken Chang Skills & Research Interests

Machine Learning

Medical Imaging

Distributed Learning

Top articles of Ken Chang

Title

Journal

Author(s)

Publication Date

Deep learning for noninvasive assessment of H3 K27M mutation status in diffuse midline gliomas using MR imaging

Journal of Magnetic Resonance Imaging

Junjie Li

Peng Zhang

Liying Qu

Ting Sun

Yunyun Duan

...

2023/9

A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging

Jay Patel

Syed Rakin Ahmed

Ken Chang

Praveer Singh

Mishka Gidwani

...

2023/12/22

Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance

Neuro-oncology

Albert E Kim

Kevin W Lou

Anita Giobbie-Hurder

Ken Chang

Mishka Gidwani

...

2023/12/9

Bavituximab decreases immunosuppressive myeloid-derived suppressor cells in newly diagnosed glioblastoma patients

Clinical Cancer Research

K Ina Ly

Leland G Richardson

Mofei Liu

Alona Muzikansky

Jonathan Cardona

...

2023/8/15

Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation

Radiology: Artificial Intelligence

Katharina V Hoebel

Christopher P Bridge

Sara Ahmed

Oluwatosin Akintola

Caroline Chung

...

2023/11/22

FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction

IEEE Transactions on Medical Imaging

Bin Deng

Hanxue Gu

Hongmin Zhu

Ken Chang

Katharina V Hoebel

...

2023/3/6

Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

Radiographics

Sharut Gupta

Sourav Kumar

Ken Chang

Charles Lu

Praveer Singh

...

2023/3/2

NIMG-76. A DEEP LEARNING ALGORITHM FOR FULLY AUTOMATED VOLUMETRIC MEASUREMENT OF MENINGIOMA BURDEN

Neuro-Oncology

Mason Cleveland

Albert Kim

Jay Patel

Owen McCall

William Liu

...

2023/11/1

Removing Radiographic Markers Using Deep Learning to Enable Image Sharing

Radiology: Artificial Intelligence

Ken Chang

Matthew D Li

2023/10/18

Radiomics-Based Machine Learning for Outcome Prediction in a Multicenter Phase II Study of Programmed Death-Ligand 1 Inhibition Immunotherapy for Glioblastoma

American Journal of Neuroradiology

E George

E Flagg

K Chang

HX Bai

HJ Aerts

...

2022/5/1

Radiology Implementation Considerations for Artificial Intelligence (AI) Applied to COVID-19, From the AJR Special Series on AI Applications

Matthew D Li

Ken Chang

Xueyan Mei

Adam Bernheim

Michael Chung

...

2022/7/6

End-to-end artificial intelligence platform for the management of large vessel occlusions: A preliminary study

Journal of Stroke and Cerebrovascular Diseases

Shujuan Meng

Thi My Linh Tran

Mingzhe Hu

PanPan Wang

Thomas Yi

...

2022/11/1

An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data

NPJ Digital Medicine

Chris K Kim

Ji Whae Choi

Zhicheng Jiao

Dongcui Wang

Jing Wu

...

2022/1/14

Do I know this? segmentation uncertainty under domain shift

Katharina Hoebel

Christopher Bridge

Andreanne Lemay

Ken Chang

Jay Patel

...

2022/4/4

Fair conformal predictors for applications in medical imaging

Proceedings of the AAAI Conference on Artificial Intelligence

Charles Lu

Andréanne Lemay

Ken Chang

Katharina Höbel

Jayashree Kalpathy-Cramer

2022/6/28

How machine learning is powering neuroimaging to improve brain health

Nalini M Singh

Jordan B Harrod

Sandya Subramanian

Mitchell Robinson

Ken Chang

...

2022/10

Automated MRI k-space Motion Artifact Detection in Segmented Multi-Slice Sequences

Ikbeom Jang

Robert S Frost

Malte Hoffmann

Nalini M Singh

Lina Chen

...

2022

Is this good enough? On expert perception of brain tumor segmentation quality

Katharina Hoebel

Christopher P Bridge

Sara Ahmed

Oluwatosin Akintola

Caroline Chung

...

2022/4/4

Three Applications of Conformal Prediction for Rating Breast Density in Mammography

arXiv preprint arXiv:2206.12008

Charles Lu

Ken Chang

Praveer Singh

Jayashree Kalpathy-Cramer

2022/6/23

Towards more efficient data valuation in healthcare federated learning using ensembling

Sourav Kumar

A Lakshminarayanan

Ken Chang

Feri Guretno

Ivan Ho Mien

...

2022/9/18

See List of Professors in Ken Chang University(Harvard University)

Co-Authors

H-index: 171
Bruce Rosen

Bruce Rosen

Harvard University

H-index: 66
Jayashree Kalpathy-Cramer

Jayashree Kalpathy-Cramer

Harvard University

H-index: 27
James M. Brown

James M. Brown

University of Lincoln

H-index: 25
Matthew D. Li, MD

Matthew D. Li, MD

Harvard University

H-index: 20
Andrew Beers

Andrew Beers

University of Washington

H-index: 20
Praveer Singh

Praveer Singh

Harvard University

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