University of Chicago
Chicago
M.S. - Public Health
2019University of Chicago
Chicago
- Critical Care
2011University of Chicago
Chicago
- Anesthesia
2010Albert Einstein College of Medicine
New York
MD - Medicine
2006Case Western Reserve University
Cleveland
B.A. - Chemistry
2001PlexusNet: A neural network architectural concept for medical image classification.
PlexusNet: A neural network architectural concept for medical image classification. Comput Biol Med. 2023 03; 154:106594.
PMID: 36753979Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images.
Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images. Radiol Artif Intell. 2022 May; 4(3):e210174.
PMID: 35652118Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports. J Digit Imaging. 2022 06; 35(3):524-533.
PMID: 35149938Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports Using Natural Language Processing.
Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports Using Natural Language Processing. Radiol Artif Intell. 2022 Mar; 4(2):e210092.
PMID: 35391762Natural language processing of head CT reports to identify intracranial mass effect: CTIME algorithm.
Natural language processing of head CT reports to identify intracranial mass effect: CTIME algorithm. Am J Emerg Med. 2022 Jan; 51:388-392.
PMID: 34839182Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration.
Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration. Transl Vis Sci Technol. 2021 06 01; 10(7):30.
PMID: 34185055Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network.
Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network. Radiol Artif Intell. 2021 Jul; 3(4):e200229.
PMID: 34350412Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study.
Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study. Lancet Oncol. 2021 01; 22(1):132-141.
PMID: 33387492Frequency and Outcomes of Preoperative Stress Testing in Total Hip and Knee Arthroplasty from 2004 to 2017.
Frequency and Outcomes of Preoperative Stress Testing in Total Hip and Knee Arthroplasty from 2004 to 2017. JAMA Cardiol. 2021 01 01; 6(1):13-20.
PMID: 32997100Changes in Cancer Management due to COVID-19 Illness in Patients with Cancer in Northern California.
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Changes in Cancer Management due to COVID-19 Illness in Patients with Cancer in Northern California. JCO Oncol Pract. 2021 Mar; 17(3):e377-e385.
PMID: 33332170UChicago App Challenge
University of Chicago
2016 - 2017AOA
University of Chicago
2011 - 2012
People
Daniel S. Rubin, MD
- Associate Professor of Anesthesia and Critical Care
- Clinical Interests: Echocardiography
- Research and Scholarly Interests: Cardiorespiratory fitness, Functional Capacity, Mobile Applications, Perioperative Visual Loss, Quality Improvement
- Websites: Research Network Profile
- Contact: drubin1@bsd.uchicago.edu