DanielLeeRubinMD

PubMed

• Abdominal CT metrics in 17,646 patients reveal associations between myopenia, myosteatosis, and medical phenotypes: a phenome-wide association study.
  Juan M Zambrano Chaves, Isabel O Gallegos, Louis Blankemeier, Akshay S Chaudhari, Leon Lenchik, Daniel L Rubin, Marc H Willis, Robert D Boutin> ;Ebiomedicine. 2024 Apr 17
• Towards trustworthy seizure onset detection using workflow notes.
  Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel L Rubin> ;NPJ Digital Medicine. 2024 Feb 21
• Quantitative metrics of the LV trabeculated layer by cardiac CT and cardiac MRI in patients with suspected noncompaction cardiomyopathy.
  Ashish Manohar, Davis M Vigneault, Deborah H Kwon, Kadir Caliskan, Ricardo P J Budde, Alexander Hirsch, Seung-Pyo Lee, Whal Lee, Anjali Owens, Harold Litt, Francois Ha...> ;European Radiology. 2023 Dec 19
• Clinical outcome prediction using observational supervision with electronic health records and audit logs.
  Nandita Bhaskhar, Wui Ip, Jonathan H Chen, Daniel L Rubin> ;Journal of Biomedical Informatics. 2023 Nov 1
• 1 citations
  Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women.
  Laurel A Habel, Stacey E Alexeeff, Ninah Achacoso, Vignesh A Arasu, Aimilia Gastounioti, Lawrence Gerstley, Robert J Klein, Rhea Y Liang, Jafi A Lipson, Walter Mankows...> ;Breast Cancer Research. 2023 Aug 6
• 2 citations
  Co-Clinical Imaging Metadata Information (CIMI) for Cancer Research to Promote Open Science, Standardization, and Reproducibility in Preclinical Imaging.
  Stephen M Moore, James D Quirk, Andrew W Lassiter, Richard Laforest, Gregory D Ayers, Cristian T Badea, Andriy Y Fedorov, Paul E Kinahan, Matthew Holbrook, Peder E Z L...> ;Tomography. 2023 May 11
• 1 citations
  Nonalcoholic fatty liver disease (NAFLD) detection and deep learning in a Chinese community-based population.
  Yang Yang, Jing Liu, Changxuan Sun, Yuwei Shi, Julianna C Hsing, Aya Kamya, Cody Auston Keller, Neha Antil, Daniel Rubin, Hongxia Wang, Haochao Ying, Xueyin Zhao, Yi-H...> ;European Radiology. 2023 Aug 1
• 4 citations
  Low-count whole-body PET/MRI restoration: an evaluation of dose reduction spectrum and five state-of-the-art artificial intelligence models.
  Yan-Ran Joyce Wang, Pengcheng Wang, Lisa Christine Adams, Natasha Diba Sheybani, Liangqiong Qu, Amir Hossein Sarrami, Ashok Joseph Theruvath, Sergios Gatidis, Tina Ho,...> ;European Journal of Nuclear Medicine and Molecular Imaging. 2023 Apr 1
• 4 citations
  Differentiation of benign from malignant solid renal lesions using CT-based radiomics and machine learning: comparison with radiologist interpretation.
  Andrew L Wentland, Rikiya Yamashita, Aya Kino, Prachi Pandit, Luyao Shen, R Brooke Jeffrey, Daniel Rubin, Aya Kamaya> ;Abdominal Radiology. 2023 Feb 1
• 1 citations
  Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.
  Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M Newsome, Daniel L Rubin, Hari Trivedi, Judy Wawira Gichoy, Bhavik Patel, Imon Banerjee> ;Medrxiv. 2022 Oct 28
• 12 citations
  Machine Learning-Enabled Multimodal Fusion of Intra-Atrial and Body Surface Signals in Prediction of Atrial Fibrillation Ablation Outcomes.
  Siyi Tang, Orod Razeghi, Ridhima Kapoor, Mahmood I Alhusseini, Muhammad Fazal, Albert J Rogers, Miguel Rodrigo Bort, Paul Clopton, Paul J Wang, Daniel L Rubin, Sanjiv ...> ;Circulation. Arrhythmia and Electrophysiology. 2022 Aug 1
• 11 citations
  Federated Learning for Multicenter Collaboration in Ophthalmology: Implications for Clinical Diagnosis and Disease Epidemiology.
  Adam Hanif, Charles Lu, Ken Chang, Praveer Singh, Aaron S Coyner, James M Brown, Susan Ostmo, Robison V Paul Chan, Daniel Rubin, Michael F Chiang, Jayashree Kalpathy-C...> ;Ophthalmology. Retina. 2022 Aug 1
• 13 citations
  Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity.
  Charles Lu, Adam Hanif, Praveer Singh, Ken Chang, Aaron S Coyner, James M Brown, Susan Ostmo, Robison V Paul Chan, Daniel Rubin, Michael F Chiang, John Peter Campbell,...> ;Ophthalmology. Retina. 2022 Aug 1
• 1 citations
  Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.
  Audrey Y Ha, Bao H Do, Adam L Bartret, Charles X Fang, Albert Hsiao, Amelie M Lutz, Imon Banerjee, Geoffrey M Riley, Daniel L Rubin, Kathryn J Stevens, Erin Wang, Shan...> ;Journal of Digital Imaging. 2022 Jun 1
• 6 citations
  Handling data heterogeneity with generative replay in collaborative learning for medical imaging.
  Liangqiong Qu, Niranjan Balachandar, Miao Zhang, Daniel Rubin> ;Medical Image Analysis. 2022 May 1
• 3 citations
  Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images.
  Rikiya Yamashita, Tara Kapoor, Minhaj Nur Alam, Alfiia Galimzianova, Saad Ali Syed, Mete Ugur Akdogan, Emel Alkim, Andrew Louis Wentland, Nikhil Madhuripan, Daniel Gof...> ;Radiology. Artificial Intelligence. 2022 May 1
• 9 citations
  Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports Using Natural Language Processing.
  Rikiya Yamashita, Kristen Bird, Philip Yue-Cheng Cheung, Marta Nicole Flory, Daniel Goff, Linda Nayeli Morimoto, Andy Shon, Andrew Louis Wentland, Daniel L Rubin, Terr...> ;Radiology. Artificial Intelligence. 2022 Mar 1
• 6 citations
  Uncovering interpretable potential confounders in electronic medical records.
  Jiaming Zeng, Michael F Gensheimer, Daniel L Rubin, Susan Athey, Ross D Shachter> ;Nature Communications. 2022 Feb 23
• Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma.
  Amara Tariq, Omar Kallas, Patricia Balthazar, Scott Jeffery Lee, Terry Desser, Daniel Rubin, Judy Wawira Gichoya, Imon Banerjee> ;Journal of Biomedical Semantics. 2022 Feb 23
• Erratum: Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
  Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xi...> ;Nature Machine Intelligence. 2022 Jan 1
• Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.
  Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M Newsome, Daniel L Rubin, Hari Trivedi, Judy Wawira Gichoy, Bhavik Patel, Imon Banerjee> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2022 Jan 1
• 18 citations
  Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
  Bai, X., Wang, H., Ma, L., Xu, Y., Gan, J., Fan, Z., Yang, F., Ma, K., Yang, J., Bai, S., Shu, C., Zou, X., Huang, R., Zhang, C., Liu, X., Tu, D., Xu, C., Zhang, W., W...> ;Nature Machine Intelligence. 2021 Dec 1
• 14 citations
  Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence
  Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Bai Song, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xi...> ;Arxiv. 2021 Nov 18
• 2 citations
  Natural language processing of head CT reports to identify intracranial mass effect: CTIME algorithm.
  Alexandra June Gordon, Imon Banerjee, Jason Block, Christopher Winstead-Derlega, Jennifer G. Wilson, Tsuyoshi Mitarai, Michael Jarrett, Josh Sanyal, Daniel L. Rubin, M...> ;The American Journal of Emergency Medicine. 2021 Nov 9
• Artificial Intelligence in Radiology: Opportunities and Challenges.
  Daniel L. Rubin> ;Radiologic Clinics of North America. 2021 Nov 1
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Journal Articles

• The LOINC RSNA Radiology Playbook - a Unified Terminology for Radiology Procedures  
  Swapna Abhyankar, Daniel J Vreeman, Curtis P Langlotz, Daniel L Rubin, Journal of the American Medical Informatics Association
• Predictive Radiogenomics Modeling of EGFR Mutation Status in Lung Cancer  
  Daniel L Rubin, Gerald J Berry, Joseph B Shrager, Ann N Leung, H Henry Guo, Sandy Napel, Chuong D Hoang, Nature