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Ken Chang

Palo Alto University · US
🔎 Find collaborators in Radiology, Nuclear Medicine and Imaging · Genetics →
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Area of research
Radiology, Nuclear Medicine and Imaging · Genetics
Research interest
Research interests include Artificial intelligence, Computer science, Medicine, Retinopathy of prematurity, Deep learning, and Convolutional neural network.
h-index
citations
2,154
works
18
NIH funding
primary concept
email

Recent publications

Addressing Catastrophic Forgetting by Modulating Global Batch Normalization Statistics for Medical Domain Expansion
Lecture notes in computer science 2024cited by 0position: middledoi
FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction
IEEE Transactions on Medical Imaging 2023cited by 28position: middledoi
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 2022cited by 50position: middledoi
Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence
Ophthalmology Science 2022cited by 49position: middledoi
Fair Conformal Predictors for Applications in Medical Imaging
Proceedings of the AAAI Conference on Artificial Intelligence 2022cited by 47position: middledoi
How Machine Learning is Powering Neuroimaging to Improve Brain Health
Neuroinformatics 2022cited by 46position: middledoi
Federated Learning for Multicenter Collaboration in Ophthalmology
Ophthalmology Retina 2022cited by 41position: middledoi
Federated Learning for Multicenter Collaboration in Ophthalmology
Ophthalmology Retina 2022cited by 35position: middledoi
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 2022cited by 33position: middledoi
Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
Radiology Artificial Intelligence 2021cited by 260position: middledoi
Artificial intelligence for prediction of COVID-19 progression using CT imaging and clinical data
European Radiology 2021cited by 71position: middledoi
Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks
Ophthalmology Retina 2019cited by 62position: middledoi
Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks
JAMA Ophthalmology 2018cited by 644position: middledoi
ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI
Frontiers in Neurology 2018cited by 168position: middledoi
Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning
2018cited by 33position: middledoi
AnatomiCuts: Hierarchical clustering of tractography streamlines based on anatomical similarity
NeuroImage 2017cited by 73position: middledoi
Multimodal MRI features predict isocitrate dehydrogenase genotype in high-grade gliomas
Neuro-Oncology 2016cited by 274position: middledoi
Epidermal devices for noninvasive, precise, and continuous mapping of macrovascular and microvascular blood flow
Science Advances 2015cited by 240position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Jayashree Kalpathy–Cramer · Cicatelli Associates6 papers (2018–2023)R.V. Paul Chan · University of Illinois Chicago3 papers (2018–2022)Michael F. Chiang · United States National Library of Medicine3 papers (2018–2022)Katharina Hoebel · Massachusetts Institute of Technology3 papers (2021–2024)Praveer Singh · University of Colorado Denver3 papers (2021–2024)Susan Ostmo · Oregon Health & Science University3 papers (2018–2022)J. Peter Campbell · Oregon Health & Science University3 papers (2018–2022)Jennifer Dy · Northeastern University2 papers (2018–2018)Stratis Ioannidis · Northeastern University2 papers (2018–2018)Mishka Gidwani · Case Western Reserve University2 papers (2021–2024)David A. Reardon · Massachusetts Institute of Technology2 papers (2016–2022) · 2 papers (2021–2024)Raymond Y. Huang · Harvard University2 papers (2016–2022)Deniz Erdoğmuş · Northeastern University2 papers (2018–2018)Nishanth Arun · Carnegie Mellon University2 papers (2021–2024) · 2 papers (2021–2024) · 2 papers (2018–2018) · 2 papers (2022–2024) · 1 papers (2022–2022)John A. Rogers · Northwestern University1 papers (2015–2015)
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