Ken Chang

Also affiliated with Athinoula A. Martinos Center for Biomedical Imaging

MedicineNeuroscienceComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

5.1Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma

Radiology Artificial Intelligence(2020)10.1148/ryai.2020190199

Top 8%

2.8DataRank

Top 8%53 citations

Jay Patel, Andrew Beers, Ken Chang, Praveer Singh, James M. Brown +6 more

Papers

Driven by 39 papers — median percentile 88. Top paper: “Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma”.

Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma

Radiology Artificial Intelligence(2020)10.1148/ryai.2020190199

Top 8%

2.8DataRank

Top 8%53 citations

Jay Patel, Andrew Beers, Ken Chang, Praveer Singh, James M. Brown +6 more

Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports

American Journal of Neuroradiology(2020)10.3174/ajnr.a6961

Top 12%

1.8DataRank

Top 12%41 citations

Min Lang, Francis Deng, Ken Chang, Karen Buch, Sandra Rincon +4 more

Federated learning enables big data for rare cancer boundary detection

Nature Communications(2022)10.1038/s41467-022-33407-5

N/A

0.881DataRank · unranked

355 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina +95 more

Privacy preservation for federated learning in health care

Patterns(2024)10.1016/j.patter.2024.100974

N/A

0.767DataRank · unranked

165 citations

Sourav Kumar, A. Varma, Brandon Edwards, Charles Lu, Liangqiong Qu +10 more

Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors

Neuro-Oncology(2021)10.1093/neuonc/noab151

N/A

0.654DataRank · unranked

77 citations

Daniel D Kim, Jay Patel, Xiaowei Zeng, Jiaer Huang, Ken Chang +20 more

Automatic Machine Learning to Differentiate Pediatric Posterior Fossa Tumors on Routine MR Imaging

American Journal of Neuroradiology(2020)10.3174/ajnr.a6621

N/A

0.637DataRank · unranked

69 citations

Rong Hu, Oliver Y. Tang, Chongyu Hu, Lei Tang, Ken Chang +11 more

Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density

Journal of the American College of Radiology(2020)10.1016/j.jacr.2020.05.015

N/A

0.593DataRank · unranked

51 citations

Andrew Beers, Laura Brink, Jay Patel, Praveer Singh, Nishanth Arun +11 more

Differentiation of low and high grade renal cell carcinoma on routine MRI with an externally validated automatic machine learning algorithm

Scientific Reports(2020)10.1038/s41598-020-76132-z

N/A

0.483DataRank · unranked

24 citations

Yijun Zhao, Jing Wu, Rong Hu, A. McGirr, Sukhdeep Singh +9 more

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

Radiology Artificial Intelligence(2023)10.1148/ryai.220231

Top 40%

0.476DataRank

Top 40%11 citations

Christopher P. Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y. Huang +11 more

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

Neuro-Oncology(2023)10.1093/neuonc/noad236

N/A

0.323DataRank · unranked

6 citations

Kevin W Lou, Anita Giobbie‐Hurder, Ken Chang, Mishka Gidwani, Katharina Hoebel +38 more

Stroke‐Related Visceral Alterations: A Voxel‐Based Neuroanatomic Localization Study

Annals of Neurology(2023)10.1002/ana.26785

N/A

0.208DataRank · unranked

3 citations

Ken Chang, Ahmed Tawakol, Marco L. Loggia, Joshua N. Goldstein, James M. Brown +8 more

DeepNeuro: an open-source deep learning toolbox for neuroimaging

Neuroinformatics(2020)10.1007/s12021-020-09477-5

N/A

0.208DataRank · unranked

3 citations

James M. Brown, Ken Chang, Katharina Hoebel, Jay Patel, Bruce R. Rosen +6 more

Multi-Institutional Evaluation and Training of Breast Density Classification AI Algorithm Using ACR Connect and AI-LAB

Journal of the American College of Radiology(2024)10.1016/j.jacr.2024.11.003

N/A

0.208DataRank · unranked

3 citations

R. Romero, Laura P. Coombs, Mike Tilkin, Sina Mazaheri, Judy Wawira Gichoya +20 more

Defining the optimal millimeter threshold for target lesion inclusion in the Response Assessment in Neuro-Oncology for Brain Metastases (RANO-BM) based on outcome prediction.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.e14003

N/A

0.104DataRank · unranked

1 citations

Ken Chang, Jay Biren Patel, Albert Eusik Kim, Elizabeth R. Gerstner, Raymond Y. Huang +2 more

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

American Journal of Roentgenology(2021)10.2214/ajr.21.26717

N/A

0DataRank · unranked

9 citations

Ken Chang, Xueyan Mei, Adam Bernheim, Michael Chung, Sharon Steinberger +3 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

arXiv (Cornell University)(2021)10.48550/arxiv.2112.10074

N/A

0DataRank · unranked

7 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence

Ophthalmology Science(2022)10.1016/j.xops.2022.100126

N/A

0DataRank · unranked

53 citations

Jimmy Chen, Ken Chang, Praveer Singh, Susan Ostmo, R.V. Paul Chan +4 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-354b

N/A

0DataRank · unranked

53 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Federated Learning for Multicenter Collaboration in Ophthalmology

Ophthalmology Retina(2022)10.1016/j.oret.2022.03.005

N/A

0DataRank · unranked

36 citations

Charles Lu, Ken Chang, Praveer Singh, Aaron S. Coyner, James M. Brown +54 more

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(2022)10.3174/ajnr.a7488

N/A

0DataRank · unranked

36 citations

Elizabeth Flagg, Ken Chang, Harrison X. Bai, Hugo J.W.L. Aerts, Martin Vallières +3 more

Federated Learning for Multicenter Collaboration in Ophthalmology

Ophthalmology Retina(2022)10.1016/j.oret.2022.02.015

N/A

0DataRank · unranked

41 citations

Adam Hanif, Praveer Singh, Ken Chang, Aaron S. Coyner, James M. Brown +54 more

Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models

Radiology(2022)10.1148/radiol.220715

N/A

0DataRank · unranked

29 citations

Ken Chang, Jay Biren Patel, Katharina Hoebel, Syed Rakin Ahmed, Praveer Singh +3 more

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

Radiographics(2023)10.1148/rg.220107

N/A

0DataRank · unranked

41 citations

Sourav Kumar, Ken Chang, Charles Lu, Praveer Singh, Jayashree Kalpathy–Cramer +1 more

Author Correction: Federated learning enables big data for rare cancer boundary detection

Nature Communications(2023)10.1038/s41467-023-36188-7

N/A

0DataRank · unranked

5 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-han Wang, G. Anthony Reina +95 more

Structural and functional vascular dysfunction within brain metastases is linked to pembrolizumab inefficacy

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.08.25.554868

N/A

0DataRank · unranked

0 citations

Kevin W Lou, Anita Giobbie‐Hurder, Ken Chang, Mishka Gidwani, Katharina Hoebel +38 more

Basic Artificial Intelligence Techniques

Radiologic Clinics of North America(2021)10.1016/j.rcl.2021.06.005

N/A

0DataRank · unranked

14 citations

Jay Patel, Christopher P. Bridge, Ken Chang, Jayashree Kalpathy–Cramer

Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging

Clinical Cancer Research(2020)10.1158/1078-0432.ccr-19-0374

N/A

0DataRank · unranked

146 citations

Yijun Zhao, Robin Wang, Marcello Chang, Subhanik Purkayastha, Ken Chang +13 more

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

npj Digital Medicine(2020)10.1038/s41746-020-0255-1

N/A

0DataRank · unranked

135 citations

Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell +9 more

Accounting for data variability in multi-institutional distributed deep learning for medical imaging

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa017

N/A

0DataRank · unranked

63 citations

Ken Chang, Jayashree Kalpathy–Cramer, Daniel L. Rubin, Niranjan Balachandar

Thalamic neuroinflammation as a reproducible and discriminating signature for chronic low back pain

Pain(2020)10.1097/j.pain.0000000000002108

N/A

0DataRank · unranked

47 citations

Nicola Toschi, Daniel Albrecht, Ken Chang, Oluwaseun Akeju, Minhae Kim +8 more

Evaluation of RAPNO criteria in medulloblastoma and other leptomeningeal seeding tumors using MRI and clinical data

Neuro-Oncology(2020)10.1093/neuonc/noaa072

N/A

0DataRank · unranked

22 citations

Hao Zhou, Oliver Y. Tang, Ken Chang, Panpan Wang, Xiaowei Zeng +14 more

Exercise‐induced calf muscle hyperemia: Rapid mapping of magnetic resonance imaging using deep learning approach

Physiological Reports(2020)10.14814/phy2.14563

N/A

0DataRank · unranked

12 citations

Christopher C. Conlin, Xiaowan Li, Gwenaël Layec, Ken Chang, Jayashree Kalpathy–Cramer +2 more

Deep Learning Based on MR Imaging for Predicting Outcome of Uterine Fibroid Embolization

Journal of Vascular and Interventional Radiology(2020)10.1016/j.jvir.2019.11.032

N/A

0DataRank · unranked

32 citations

I. Xi, Robin Wang, Hatem Omar Abdallah, Jing Wu, Ansar Z. Vance +8 more

Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks

medRxiv(2020)10.1101/2020.05.20.20108159

N/A

0DataRank · unranked

32 citations

Nishanth Arun, Mishka Gidwani, Ken Chang, Francis Deng, Brent P. Little +8 more

Advanced imaging to assess longitudinal vascular changes in brain metastases treated with immune checkpoint inhibition.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.2529

N/A

0DataRank · unranked

0 citations

Ken Chang, Andrew Beers, Kyrre E. Emblem, Jayashree Kalpathy–Cramer, Eudocia Q. Lee +15 more

Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Radiology Artificial Intelligence(2021)10.1148/ryai.2021200267

N/A

0DataRank · unranked

277 citations

Nathan Gaw, Praveer Singh, Ken Chang, Mehak Aggarwal, Bryan Chen +8 more

Prognostication of patients with COVID-19 using artificial intelligence based on chest x-rays and clinical data: a retrospective study

The Lancet Digital Health(2021)10.1016/s2589-7500(21)00039-x

N/A

0DataRank · unranked

126 citations

Ji Whae Choi, Kasey Halsey, Thi My Linh Tran, B. R. Hsieh, Dongcui Wang +20 more

Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs Using Convolutional Siamese Neural Networks

Radiology Artificial Intelligence(2020)10.1148/ryai.2020200079

N/A

0DataRank · unranked

157 citations

Nishanth Arun, Mishka Gidwani, Ken Chang, Francis Deng, Brent P. Little +8 more

Automated Radiology-Arthroscopy Correlation of Knee Meniscal Tears Using Natural Language Processing Algorithms

Academic Radiology(2021)10.1016/j.acra.2021.01.017

N/A

0DataRank · unranked

13 citations

Francis Deng, Ken Chang, Jayashree Kalpathy–Cramer, Ambrose J. Huang, Matthew Li

Ken Chang

Indexed papers

Top data-sharing exemplar

Papers