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Enoch Chang
Enoch Chang
Verified email at mdanderson.org
Title
Cited by
Cited by
Year
Prevalence of missing data in the National Cancer Database and association with overall survival
DX Yang, R Khera, JA Miccio, V Jairam, E Chang, BY James, HS Park, ...
JAMA Network Open 4 (3), e211793-e211793, 2021
742021
Applications of artificial intelligence in neuro-oncology
S Aneja, E Chang, A Omuro
Current opinion in neurology 32 (6), 850-856, 2019
452019
Using Adversarial Images to Assess the Robustness of Deep Learning Models Trained on Diagnostic Images in Oncology
MZ Joel, S Umrao, E Chang, R Choi, DX Yang, JS Duncan, A Omuro, ...
JCO Clinical Cancer Informatics 6, e2100170, 2022
252022
Comparison of radiomic feature aggregation methods for patients with multiple tumors
E Chang, MZ Joel, HY Chang, J Du, O Khanna, A Omuro, V Chiang, ...
Scientific Reports 11 (1), 1-7, 2021
242021
Public vs physician views of liability for artificial intelligence in health care
D Khullar, LP Casalino, Y Qian, Y Lu, E Chang, S Aneja
Journal of the American Medical Informatics Association, 2021
212021
Association between prolonged metastatic free interval and recurrent metastatic breast cancer survival: findings from the SEER database
E Chang, SS Mougalian, KB Adelson, MR Young, JB Yu
Breast Cancer Research and Treatment 173 (1), 209-216, 2019
202019
Adversarial Attack Vulnerability of Deep Learning Models for Oncologic Images
MZ Joel, S Umrao, E Chang, R Choi, DX Yang, J Duncan, A Omuro, ...
medRxiv, 2021
112021
Predictors of Toxicity from Stereotactic Body Radiotherapy (SBRT) for Lung Tumors Ultra-Central or Central to Heart, Esophagus, or Proximal Bronchial Tree
E Chang, RH Decker, X Hu, JB Yu, CP Gross, NH Lester-Coll
International Journal of Radiation Oncology• Biology• Physics 105 (1), E499-E500, 2019
52019
The Impact of Missing/Incomplete Data in Real-World Data Studies
DX Yang, JA Miccio, V Jairam, E Chang, JB Yu, HSM Park, S Aneja
International Journal of Radiation Oncology, Biology, Physics 108 (3), e394, 2020
42020
Development and Validation of a Deep Learning Algorithm to Predict Radiation Pneumonitis and Esophagitis Following Lung Stereotactic Body Radiation Therapy
E Chang, J Du, R Decker, J Yu, H Park, S Aneja
International Journal of Radiation Oncology, Biology, Physics 108 (2), E14, 2020
22020
Outcomes and after Hyperfractionated, Accelerated Reirradiation for Recurrent Anal Squamous Cell Carcinoma
J McDonald, E Chang, EP Damron, P Das, EJ Koay, AC Koong, ...
International Journal of Radiation Oncology, Biology, Physics 117 (2), e324, 2023
2023
Phase 1 Trial of SPECT-Guided Liver-Directed Ablative Radiotherapy for Patients with Low Functional Liver Volume
E Chang, FCL Wong, WD Erwin, P Das, E Holliday, AC Koong, EB Ludmir, ...
International Journal of Radiation Oncology, Biology, Physics 117 (2), S106, 2023
2023
Comparison of Machine Learning Approaches for Missing Data Imputation Among Non-Small Cell Lung Cancer Patients
DX Yang, R Khera, E Chang, M Joel, G Janda, HSM Park, S Aneja
International Journal of Radiation Oncology, Biology, Physics 111 (3), S115, 2021
2021
The utility of deep metric learning for breast cancer identification on mammographic images
J Du, S Umrao, E Chang, M Joel, A Gilson, G Janda, R Choi, Y Hui, ...
Cancer Research 81 (13 Supplement), 184-184, 2021
2021
Abstract PO-078: Exploring adversarial image attacks on deep learning models in oncology
M Joel, S Umrao, E Chang, R Choi, D Yang, A Gilson, R Herbst, ...
Clinical Cancer Research 27 (5 Supplement), PO-078-PO-078, 2021
2021
Machine Learning Analysis of Local Recurrence of Meningioma Treated with Stereotactic Radiotherapy
BA Greenberger, K Piper, E Chang, O Khanna, S Collopy, E Huttler, ...
Journal of Neurological Surgery Part B: Skull Base 82 (S 02), S004, 2021
2021
DEEP LEARNING SURVIVAL ANALYSIS FOR MULTIPLE BRAIN METASTASES
E Chang, M Joel, H Chang, J Du, J Yu, Y An, J Hansen, A Omuro, ...
NEURO-ONCOLOGY 22, 147-147, 2020
2020
A Multi-Institutional External Validation of a Deep-Learning Based Platform for Prediction of Outcomes following SBRT Treatment for Early-Stage Non-Small Cell Lung Cancer
BA Greenberger, E Chang, M Mistro, J Taylor, AS Harrison, RH Decker, ...
International Journal of Radiation Oncology, Biology, Physics 108 (3), S165, 2020
2020
Deep Learning Survival Analysis for Brain Metastases Treated with Stereotactic Radiosurgery
E Chang, M Joel, H Chang, J Du, JB Yu, Y An, JE Hansen, A Omuro, ...
International Journal of Radiation Oncology, Biology, Physics 108 (3), S164-S165, 2020
2020
Missing data in the medical record for oncology patients: prevalence and association with outcomes
DX Yang, R Khera, JA Miccio, V Jairam, E Chang, BY James, HS Park, ...
medRxiv, 2020
2020
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