| Current applications and future impact of machine learning in radiology G Choy, O Khalilzadeh, M Michalski, S Do, AE Samir, OS Pianykh, ... Radiology 288 (2), 318-328, 2018 | 708 | 2018 |
| Artificial intelligence and machine learning in radiology: opportunities, challenges, pitfalls, and criteria for success JH Thrall, X Li, Q Li, C Cruz, S Do, K Dreyer, J Brink Journal of the American College of Radiology 15 (3), 504-508, 2018 | 616 | 2018 |
| Federated learning for predicting clinical outcomes in patients with COVID-19 I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ... Nature medicine 27 (10), 1735-1743, 2021 | 447 | 2021 |
| Effect of Computerized Order Entry with Integrated Decision Support on the Growth of Outpatient Procedure Volumes: Seven-year Time Series Analysis1 CL Sistrom, PA Dang, JB Weilburg, KJ Dreyer, DI Rosenthal, JH Thrall Radiology 251 (1), 147-155, 2009 | 310 | 2009 |
| Machine learning in radiology: applications beyond image interpretation P Lakhani, AB Prater, RK Hutson, KP Andriole, KJ Dreyer, J Morey, ... Journal of the American College of Radiology 15 (2), 350-359, 2018 | 241 | 2018 |
| A guide to the digital revolution KJ Dreyer, D Hirschhorn, JH Thrall, M Pacs New York: Springer, 2006 | 239 | 2006 |
| Federated learning for breast density classification: A real-world implementation HR Roth, K Chang, P Singh, N Neumark, W Li, V Gupta, S Gupta, L Qu, ... Domain Adaptation and Representation Transfer, and Distributed and …, 2020 | 176 | 2020 |
| Radiology order entry with decision support: initial clinical experience DI Rosenthal, JB Weilburg, T Schultz, JC Miller, V Nixon, KJ Dreyer, ... Journal of the American College of Radiology 3 (10), 799-806, 2006 | 167 | 2006 |
| When machines think: radiology’s next frontier KJ Dreyer, JR Geis Radiology 285 (3), 713-718, 2017 | 164 | 2017 |
| Integrating artificial intelligence into the clinical practice of radiology: challenges and recommendations MP Recht, M Dewey, K Dreyer, C Langlotz, W Niessen, B Prainsack, ... European radiology 30, 3576-3584, 2020 | 152 | 2020 |
| Recommendations for additional imaging in radiology reports: multifactorial analysis of 5.9 million examinations CL Sistrom, KJ Dreyer, PP Dang, JB Weilburg, GW Boland, DI Rosenthal, ... Radiology 253 (2), 453-461, 2009 | 144 | 2009 |
| Application of recently developed computer algorithm for automatic classification of unstructured radiology reports: validation study KJ Dreyer, MK Kalra, MM Maher, AM Hurier, BA Asfaw, T Schultz, ... Radiology 234 (2), 323-329, 2005 | 128 | 2005 |
| Implementing the DICOM standard for digital pathology MD Herrmann, DA Clunie, A Fedorov, SW Doyle, S Pieper, V Klepeis, ... Journal of pathology informatics 9 (1), 37, 2018 | 121 | 2018 |
| A road map for translational research on artificial intelligence in medical imaging: from the 2018 National Institutes of Health/RSNA/ACR/The Academy Workshop B Allen Jr, SE Seltzer, CP Langlotz, KP Dreyer, RM Summers, N Petrick, ... Journal of the American College of Radiology 16 (9), 1179-1189, 2019 | 118 | 2019 |
| 2020 ACR Data Science Institute artificial intelligence survey B Allen, S Agarwal, L Coombs, C Wald, K Dreyer Journal of the American College of Radiology 18 (8), 1153-1159, 2021 | 101 | 2021 |
| Assessing the utility of ChatGPT throughout the entire clinical workflow: development and usability study A Rao, M Pang, J Kim, M Kamineni, W Lie, AK Prasad, A Landman, ... Journal of Medical Internet Research 25, e48659, 2023 | 95 | 2023 |
| Does Radiologist Recommendation for Follow-up with the Same Imaging Modality Contribute Substantially to High-Cost Imaging Volume?1 SI Lee, A Saokar, KJ Dreyer, JB Weilburg, JH Thrall, PF Hahn Radiology 242 (3), 857-864, 2007 | 70 | 2007 |
| Assessing the utility of ChatGPT throughout the entire clinical workflow A Rao, M Pang, J Kim, M Kamineni, W Lie, AK Prasad, A Landman, ... MedRxiv, 2023.02. 21.23285886, 2023 | 69 | 2023 |
| FDA-regulated AI algorithms: trends, strengths, and gaps of validation studies S Ebrahimian, MK Kalra, S Agarwal, BC Bizzo, M Elkholy, C Wald, B Allen, ... Academic radiology 29 (4), 559-566, 2022 | 62 | 2022 |
| AI will change radiology, but it won’t replace radiologists TH Davenport, K Dreyer Harvard Business Review 27, 2018 | 61 | 2018 |
