| 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 | 78 | 2021 |
| Applications of artificial intelligence in neuro-oncology S Aneja, E Chang, A Omuro Current opinion in neurology 32 (6), 850-856, 2019 | 48 | 2019 |
| 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 | 31 | 2021 |
| 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 | 24 | 2022 |
| 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 | 24 | 2021 |
| 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 | 22 | 2019 |
| 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 | 11 | 2021 |
| 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 | 5 | 2020 |
| 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 | 5 | 2019 |
| Daily vaginal dilator use during radiation for women with squamous cell carcinoma of the anus: vaginal wall dosimetry and patient-reported sexual function A Arzola, E Chang, MK Rooney, K Corrigan, P Das, EB Ludmir, EJ Koay, ... Practical Radiation Oncology 14 (2), e105-e116, 2024 | 2 | 2024 |
| 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 | 2 | 2020 |
| Phase I Trial of SPECT-Guided Liver-Directed Radiotherapy for Patients with Low Functional Liver Volume E Chang, FCL Wong, BA Chasen, WD Erwin, P Das, EB Holliday, ... JNCI Cancer Spectrum, pkae037, 2024 | | 2024 |
| 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 |
