Ken Chang (K Chang)

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Machine Learning

Nitric Oxide Synthase

Top Venues

Radiology. Artificial intelligence

Distributed, collaborative, and federated learning, and affordable AI and healthcare for resource diverse global health : Third MICCAI Workshop, DeCaF 2022 and Second MICCAI Workshop, FAIR 2022, held in conjunction with MICCAI 2022, Sin...

AJNR. American journal of neuroradiology

This page only lists publications with an associated author ORCID identifier.

Publications

Katharina Viktoria Hoebel, Christopher P Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y Huang, Jason M Johnson, Albert Kim, K Ina Ly, Ken Chang, Jay Patel, Marco Aurélio Pinho de Oliveira, Tracy T Batchelor, Bruce R Rosen, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. Radiology. Artificial intelligence 6 (1) (2024)
Katharina Viktoria Hoebel, Christopher P Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y Huang, Jason M Johnson, Albert Kim, K Ina Ly, Ken Chang, Jay Patel, Marco Aurélio Pinho de Oliveira, Tracy T Batchelor, Bruce R Rosen, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. Radiology. Artificial intelligence 6 (1) (2024)
Katharina Viktoria Hoebel, Christopher P Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y Huang, Jason M Johnson, Albert Kim, K Ina Ly, Ken Chang, Jay Patel, Marco Aurélio Pinho de Oliveira, Tracy T Batchelor, Bruce R Rosen, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. Radiology. Artificial intelligence 6 (1) (2024)
Katharina Viktoria Hoebel, Christopher P Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y Huang, Jason M Johnson, Albert Kim, K Ina Ly, Ken Chang, Jay Patel, Marco Aurélio Pinho de Oliveira, Tracy T Batchelor, Bruce R Rosen, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. Radiology. Artificial intelligence 6 (1) (2024)
Katharina Viktoria Hoebel, Christopher P Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y Huang, Jason M Johnson, Albert Kim, K Ina Ly, Ken Chang, Jay Patel, Marco Aurélio Pinho de Oliveira, Tracy T Batchelor, Bruce R Rosen, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. Radiology. Artificial intelligence 6 (1) (2024)
K Ina Ly, Leland G K Richardson, Mofei Liu, Alona Muzikansky, Jonathan Cardona, Kevin Lou, Andrew L Beers, Ken Chang, James M Brown, Xiaoyue Ma, David A Reardon, Isabel C Arrillaga-Romany, Deborah A Forst, Justin T Jordan, Eudocia Quant Lee, Jorg Dietrich, Lakshmi Nayak, Patrick Yung Wen, Ugonma N Chukwueke, Anita Giobbie-Hurder, Bryan D Choi, Tracy T Batchelor, Jayashree Kalpathy-Cramer, William T Curry, Elizabeth R Gerstner
Bavituximab decreases immunosuppressive myeloid-derived suppressor cells in newly diagnosed glioblastoma patients. Clinical cancer research : an official journal of the American Association for Cancer Research (2023)
Sourav Kumar, A Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. Distributed, collaborative, and federated learning, and affordable AI and healthcare for resource diverse global health : Third MICCAI Workshop, DeCaF 2022 and Second MICCAI Workshop, FAIR 2022, held in conjunction with MICCAI 2022, Sin... 13573 (2022)
Sourav Kumar, A Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. Distributed, collaborative, and federated learning, and affordable AI and healthcare for resource diverse global health : Third MICCAI Workshop, DeCaF 2022 and Second MICCAI Workshop, FAIR 2022, held in conjunction with MICCAI 2022, Sin... 13573 (2022)
Sourav Kumar, A Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. Distributed, collaborative, and federated learning, and affordable AI and healthcare for resource diverse global health : Third MICCAI Workshop, DeCaF 2022 and Second MICCAI Workshop, FAIR 2022, held in conjunction with MICCAI 2022, Sin... 13573 (2022)
Elizabeth George, Elizabeth Flagg, Ken Chang, Harrison X Bai, Hugo J W L Aerts, Martin Vallières, David A Reardon, Raymond Y Huang
Radiomics-Based Machine Learning for Outcome Prediction in a Multicenter Phase II Study of Programmed Death-Ligand 1 Inhibition Immunotherapy for Glioblastoma. AJNR. American journal of neuroradiology 43 (5) (2022)
Mishka Gidwani, Ken Chang, Jay Biren Patel, Katharina Viktoria Hoebel, Syed Rakin Ahmed, Praveer Singh, Clifton David Fuller, Jayashree Kalpathy-Cramer
Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models. Radiology (2022)
Nishanth Arun, Nathan Gaw, Praveer Singh, Ken Chang, Mehak Aggarwal, Bryan Chen, Katharina Viktoria Hoebel, Sharut Gupta, Jay Patel, Mishka Gidwani, Julius Adebayo, Matthew D Li, Jayashree Kalpathy-Cramer
Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging. Radiology. Artificial intelligence 3 (6) (2021)
Matthew D Li, Min Lang, Francis Deng, Ken Chang, Karen Buch, Sandra Rincon, William A Mehan, Thabele M Leslie-Mazwi, Jayashree Kalpathy-Cramer
Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports. AJNR. American journal of neuroradiology 42 (3) (2020)
Matthew D Li, Nishanth Thumbavanam Arun, Mishka Gidwani, Ken Chang, Francis Deng, Brent P Little, Dexter P Mendoza, Min Lang, Susanna I Lee, Aileen O'Shea, Anushri Parakh, Praveer Singh, Jayashree Kalpathy-Cramer
Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks. Radiology. Artificial intelligence 2 (4) (2020)
H Zhou, R Hu, Oliver Y Tang, C Hu, L Tang, Ken Chang, Q Shen, Harrison X Bai, B Zou, Bo Xiao, Jerrold L Boxerman, W Chen, Raymond Y Huang, Li Yang, Harrison X Bai, C Zhu
Automatic Machine Learning to Differentiate Pediatric Posterior Fossa Tumors on Routine MR Imaging. AJNR. American journal of neuroradiology 41 (7) (2020)
Katharina Viktoria Hoebel, Jay B Patel, Andrew L Beers, Ken Chang, Praveer Singh, James M Brown, Marco Aurélio Pinho de Oliveira, Tracy T Batchelor, Elizabeth R Gerstner, Bruce R Rosen, Jayashree Kalpathy-Cramer
Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma. Radiology. Artificial intelligence 3 (1) (2020)
Harrison X Bai, Robin Wang, Zeng Xiong, Ben Hsieh, Ken Chang, Kasey Halsey, Thi My Linh Tran, Ji Whae Choi, Dong-Cui Wang, Lin-Bo Shi, Ji Mei, Xiao-Long Jiang, Ian Pan, Qiu-Hua Zeng, Ping-Feng Hu, Yi-Hui Li, Fei-Xian Fu, Raymond Y Huang, Ronnie Sebro, Qi-Zhi Yu, Michael K Atalay, Wei-Hua Liao
Artificial Intelligence Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Origin at Chest CT. Radiology 296 (3) (2020)