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David Melnick
David Melnick
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northwestern.edu의 이메일 확인됨
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International evaluation of an AI system for breast cancer screening
SM McKinney, M Sieniek, V Godbole, J Godwin, N Antropova, H Ashrafian, ...
Nature 577 (7788), 89-94, 2020
22392020
Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19
Z Nabulsi, A Sellergren, S Jamshy, C Lau, E Santos, AP Kiraly, W Ye, ...
Scientific reports 11 (1), 15523, 2021
412021
Simplified transfer learning for chest radiography models using less data
AB Sellergren, C Chen, Z Nabulsi, Y Li, A Maschinot, A Sarna, J Huang, ...
Radiology 305 (2), 454-465, 2022
402022
Generative artificial intelligence for chest radiograph interpretation in the emergency department
J Huang, L Neill, M Wittbrodt, D Melnick, M Klug, M Thompson, J Bailitz, ...
JAMA network open 6 (10), e2336100-e2336100, 2023
152023
Assistive AI in Lung Cancer Screening: A Retrospective Multinational Study in the United States and Japan
AP Kiraly, CA Cunningham, R Najafi, Z Nabulsi, J Yang, C Lau, ...
Radiology: Artificial Intelligence 6 (3), e230079, 2024
12024
Significance of Intraoperative Medication Data and Predictive Model Selection for Predicting Postoperative First-Time Atrial Fibrillation
J Yu, E Johnson, Y Deng, S Zhang, DS Melnick, M Etemadi, A Kho
AMIA Summits on Translational Science Proceedings 2023, 320, 2023
12023
Significance of Intraoperative Medication Data and Model Selection for Predicting Postoperative First-Time Atrial Fibrillation
J Yu, E Johnson, Y Deng, S Zhang, DS Melnick, M Etemadi, A Kho
2023
Simplified Transfer Learning for Chest X-ray Models using Less Data
AB Sellergren, Z Nabulsi, Y Li, A Sarna, C Lau, SR Kalidindi, M Etemadi, ...
2022
Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases
Z Nabulsi, A Sellergren, S Jamshy, C Lau, E Santos, AP Kiraly, W Ye, ...
2021
International evaluation of an AI system for breast cancer screening (vol 577, pg 89, 2020)
SM McKinney, M Sieniek, V Godbole, J Godwin, N Antropova, H Ashrafian, ...
Nature 586 (7829), E19-E19, 2020
2020
Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases (preprint)
Z Nabulsi, A Sellergren, S Jamshy, C Lau, E Santos, AP Kiraly, W Ye, ...
2020
Effects upon postoperative atrial fibrillation prediction of varied observation time windows
Y Deng, K Yu, EMI Johnson, DS Melnick, SS Sandhu, M Etemadi, AN Kho
2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019
2019
Incorporating intra-operative medication information for prediction of post-operative atrial fibrillation
EMI Johnson, J Yu, Y Deng, DS Melnick, SS Sandhu, F Ghamsari, ...
2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019
2019
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