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Daniel S. Rubin

TitleAssociate Professor
InstitutionUniversity of Chicago
DepartmentAnesthesia and Critical Care
AddressChicago IL 60637
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    Collapse Overview 

    Collapse Biography 
    Collapse education and training
    University of Chicago, ChicagoM.S.6/2019Public Health
    University of Chicago, Chicago6/2011Critical Care
    University of Chicago, Chicago6/2010Anesthesia
    Albert Einstein College of Medicine, New YorkMD6/2006Medicine
    Case Western Reserve University, ClevelandB.A.06/2001Chemistry
    Collapse awards and honors
    2011 - 2012AOA, University of Chicago
    2016 - 2017UChicago App Challenge, University of Chicago

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Eminaga O, Abbas M, Shen J, Laurie M, Brooks JD, Liao JC, Rubin DL. PlexusNet: A neural network architectural concept for medical image classification. Comput Biol Med. 2023 03; 154:106594. PMID: 36753979.
      Citations:    Fields:    
    2. Yamashita R, Kapoor T, Alam MN, Galimzianova A, Syed SA, Ugur Akdogan M, Alkim E, Wentland AL, Madhuripan N, Goff D, Barbee V, Sheybani ND, Sagreiya H, Rubin DL, Desser TS. 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: 35652118; PMCID: PMC9152684.
      Citations:    
    3. Ha AY, Do BH, Bartret AL, Fang CX, Hsiao A, Lutz AM, Banerjee I, Riley GM, Rubin DL, Stevens KJ, Wang E, Wang S, Beaulieu CF, Hurt B. 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: 35149938; PMCID: PMC9156601.
      Citations: 1     Fields:    Translation:Humans
    4. Yamashita R, Bird K, Cheung PY, Decker JH, Flory MN, Goff D, Morimoto LN, Shon A, Wentland AL, Rubin DL, Desser TS. 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: 35391762; PMCID: PMC8980879.
      Citations: 2     
    5. Gordon AJ, Banerjee I, Block J, Winstead-Derlega C, Wilson JG, Mitarai T, Jarrett M, Sanyal J, Rubin DL, Wintermark M, Kohn MA. Natural language processing of head CT reports to identify intracranial mass effect: CTIME algorithm. Am J Emerg Med. 2022 Jan; 51:388-392. PMID: 34839182.
      Citations: 1     Fields:    Translation:Humans
    6. Pfau M, Sahu S, Rupnow RA, Romond K, Millet D, Holz FG, Schmitz-Valckenberg S, Fleckenstein M, Lim JI, de Sisternes L, Leng T, Rubin DL, Hallak JA. Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration. Transl Vis Sci Technol. 2021 06 01; 10(7):30. PMID: 34185055; PMCID: PMC8254013.
      Citations: 5     Fields:    Translation:Humans
    7. Hooper SM, Dunnmon JA, Lungren MP, Mastrodicasa D, Rubin DL, Wang A, Patel BN, Ré C. 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: 34350412; PMCID: PMC8328108.
      Citations: 4     
    8. Yamashita R, Long J, Longacre T, Peng L, Berry G, Martin B, Higgins J, Rubin DL, Shen J. Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study. Lancet Oncol. 2021 01; 22(1):132-141. PMID: 33387492.
      Citations: 74     Fields:    Translation:Humans
    9. Rubin DS, Hughey R, Gerlach RM, Ham SA, Ward RP, Nagele P. 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: 32997100; PMCID: PMC7527943.
      Citations: 4     Fields:    Translation:Humans
    10. Wu JT, Kwon DH, Glover MJ, Henry S, Wood D, Rubin DL, Koshkin VS, Schapira L, Shah SA. 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: 33332170; PMCID: PMC8462649.
      Citations: 6     Fields:    Translation:HumansCells
    11. Rubin DS, Arena R, Bond S. Leveraging technology to move more and sit less. Prog Cardiovasc Dis. 2021 Jan-Feb; 64:55-63. PMID: 33129794.
      Citations: 2     Fields:    Translation:Humans
    12. Larson DB, Harvey H, Rubin DL, Irani N, Tse JR, Langlotz CP. Regulatory Frameworks for Development and Evaluation of Artificial Intelligence-Based Diagnostic Imaging Algorithms: Summary and Recommendations. J Am Coll Radiol. 2021 Mar; 18(3 Pt A):413-424. PMID: 33096088; PMCID: PMC7574690.
      Citations: 27     Fields:    
    13. Rubin DS, Dalton A, Tank A, Berkowitz M, Arnolds DE, Liao C, Gerlach RM. Development and Pilot Study of an iOS Smartphone Application for Perioperative Functional Capacity Assessment. Anesth Analg. 2020 09; 131(3):830-839. PMID: 31567326.
      Citations: 3     Fields:    Translation:Humans
    14. Eklund JE, Shah SH, Rubin DS, Mehta AI, Minev EM, Lee HH, Roth S. Incidence of and factors associated with acute kidney injury after scoliosis surgery in pediatric patients. Spine Deform. 2020 10; 8(5):991-999. PMID: 32378041.
      Citations:    Fields:    Translation:Humans
    15. Rubin DS, Apfelbaum JL, Tung A. Trends in Central Venous Catheter Insertions by Anesthesia Providers: An Analysis of the Medicare Physician Supplier Procedure Summary From 2007 to 2016. Anesth Analg. 2020 04; 130(4):1026-1034. PMID: 31725022.
      Citations: 2     Fields:    Translation:Humans
    16. Shah SH, Chen YF, Moss HE, Rubin DS, Joslin CE, Roth S. Predicting Risk of Perioperative Ischemic Optic Neuropathy in Spine Fusion Surgery: A Cohort Study Using the National Inpatient Sample. Anesth Analg. 2020 04; 130(4):967-974. PMID: 31490255; PMCID: PMC8098669.
      Citations: 3     Fields:    Translation:Humans
    17. McBride RB, Fei K, Rothstein JH, Alexeeff SE, Song X, Sakoda LC, McGuire V, Achacoso N, Acton L, Liang RY, Lipson JA, Yaffe MJ, Rubin DL, Whittemore AS, Habel LA, Sieh W. Alcohol and Tobacco Use in Relation to Mammographic Density in 23,456 Women. Cancer Epidemiol Biomarkers Prev. 2020 05; 29(5):1039-1048. PMID: 32066618; PMCID: PMC7196522.
      Citations: 5     Fields:    Translation:Humans
    18. Moss HE, Joslin CE, Rubin DS, Roth S. Big Data Research in Neuro-Ophthalmology: Promises and Pitfalls. J Neuroophthalmol. 2019 12; 39(4):480-486. PMID: 30688751; PMCID: PMC6658354.
      Citations: 3     Fields:    Translation:Humans
    19. Rubin DS, Huisingh-Scheetz M, Hung A, Ward RP, Nagele P, Arena R, Hedeker D. Accuracy of Physical Function Questions to Predict Moderate-Vigorous Physical Activity as Measured by Hip Accelerometry. Anesthesiology. 2019 11; 131(5):992-1003. PMID: 31490293; PMCID: PMC7025320.
      Citations:    Fields:    Translation:Humans
    20. Durot I, Akhbardeh A, Sagreiya H, Loening AM, Rubin DL. A New Multimodel Machine Learning Framework to Improve Hepatic Fibrosis Grading Using Ultrasound Elastography Systems from Different Vendors. Ultrasound Med Biol. 2020 01; 46(1):26-33. PMID: 31611074; PMCID: PMC6879839.
      Citations: 5     Fields:    Translation:Humans
    21. Gensheimer MF, Henry AS, Wood DJ, Hastie TJ, Aggarwal S, Dudley SA, Pradhan P, Banerjee I, Cho E, Ramchandran K, Pollom E, Koong AC, Rubin DL, Chang DT. Automated Survival Prediction in Metastatic Cancer Patients Using High-Dimensional Electronic Medical Record Data. J Natl Cancer Inst. 2019 Jun 01; 111(6):568-574. PMID: 30346554; PMCID: PMC6579743.
      Citations: 14     Fields:    Translation:Humans
    22. Practice Advisory for Perioperative Visual Loss Associated with Spine Surgery 2019: An Updated Report by the American Society of Anesthesiologists Task Force on Perioperative Visual Loss, the North American Neuro-Ophthalmology Society, and the Society for Neuroscience in Anesthesiology and Critical Care. Anesthesiology. 2019 01; 130(1):12-30. PMID: 30531555; PMCID: PMC9556164.
      Citations: 14     Fields:    Translation:Humans
    23. Tank A, Hobbs J, Ramos E, Rubin DS. Opioid Dependence and Prolonged Length of Stay in Lumbar Fusion: A Retrospective Study Utilizing the National Inpatient Sample 2003-2014. Spine (Phila Pa 1976). 2018 Dec 15; 43(24):1739-1745. PMID: 29794587.
      Citations: 12     Fields:    Translation:Humans
    24. Rubin DS, Pesyna C, Jakubczyk S, Liao C, Tung A. Introduction of a Mobile Adverse Event Reporting System Is Associated With Participation in Adverse Event Reporting. Am J Med Qual. 2019 Jan/Feb; 34(1):30-35. PMID: 29938520.
      Citations: 5     Fields:    Translation:Humans
    25. Calway T, Rubin DS, Moss HE, Joslin CE, Mehta AI, Roth S. Perioperative Retinal Artery Occlusion: Incidence and Risk Factors in Spinal Fusion Surgery From the US National Inpatient Sample 1998-2013. J Neuroophthalmol. 2018 03; 38(1):36-41. PMID: 28665867; PMCID: PMC5764807.
      Citations: 4     Fields:    Translation:Humans
    26. Neal JM, Barrington MJ, Fettiplace MR, Gitman M, Memtsoudis SG, Rubin DS, Weinberg G, Mörwald EE. The Third American Society of Regional Anesthesia and Pain Medicine Practice Advisory on Local Anesthetic Systemic Toxicity: Executive Summary 2017. Reg Anesth Pain Med. 2018 Feb; 43(2):113-123. PMID: 29356773.
      Citations: 64     Fields:    Translation:Humans
    27. Rubin DS, Matsumoto MM, Weinberg G, Roth S. Local Anesthetic Systemic Toxicity in Total Joint Arthroplasty: Incidence and Risk Factors in the United States From the National Inpatient Sample 1998-2013. Reg Anesth Pain Med. 2018 Feb; 43(2):131-137. PMID: 29280923; PMCID: PMC5777869.
      Citations: 12     Fields:    Translation:Humans
    28. Rubin DS, Matsumoto MM, Moss HE, Joslin CE, Tung A, Roth S. Ischemic Optic Neuropathy in Cardiac Surgery: Incidence and Risk Factors in the United States from the National Inpatient Sample 1998 to 2013. Anesthesiology. 2017 05; 126(5):810-821. PMID: 28244936; PMCID: PMC5395417.
      Citations: 11     Fields:    Translation:Humans
    29. Calway T, Rubin DS, Moss HE, Joslin CE, Beckmann K, Roth S. Perioperative Retinal Artery Occlusion: Risk Factors in Cardiac Surgery from the United States National Inpatient Sample 1998-2013. Ophthalmology. 2017 02; 124(2):189-196. PMID: 27914836; PMCID: PMC5542395.
      Citations: 8     Fields:    Translation:Humans
    30. Rubin DS, Parakati I, Lee LA, Moss HE, Joslin CE, Roth S. Perioperative Visual Loss in Spine Fusion Surgery: Ischemic Optic Neuropathy in the United States from 1998 to 2012 in the Nationwide Inpatient Sample. Anesthesiology. 2016 09; 125(3):457-64. PMID: 27362870; PMCID: PMC5270754.
      Citations: 23     Fields:    Translation:Humans
    31. Rubin D. Anesthesia for ambulatory diagnostic and therapeutic radiology procedures. Anesthesiol Clin. 2014 Jun; 32(2):371-80. PMID: 24882124.
      Citations:    Fields:    Translation:Humans
    32. Gutman DA, Cooper LA, Hwang SN, Holder CA, Gao J, Aurora TD, Dunn WD, Scarpace L, Mikkelsen T, Jain R, Wintermark M, Jilwan M, Raghavan P, Huang E, Clifford RJ, Mongkolwat P, Kleper V, Freymann J, Kirby J, Zinn PO, Moreno CS, Jaffe C, Colen R, Rubin DL, Saltz J, Flanders A, Brat DJ. MR imaging predictors of molecular profile and survival: multi-institutional study of the TCGA glioblastoma data set. Radiology. 2013 May; 267(2):560-9. PMID: 23392431; PMCID: PMC3632807.
      Citations: 197     Fields:    Translation:Humans
    33. Mongkolwat P, Channin DS, Kleper V, Rubin DL. Informatics in radiology: An open-source and open-access cancer biomedical informatics grid annotation and image markup template builder. Radiographics. 2012 Jul-Aug; 32(4):1223-32. PMID: 22556315; PMCID: PMC3393884.
      Citations: 10     Fields:    
    34. Lebowitz PW, Shay H, Straker T, Rubin D, Bodner S. Shoulder and head elevation improves laryngoscopic view for tracheal intubation in nonobese as well as obese individuals. J Clin Anesth. 2012 Mar; 24(2):104-8. PMID: 22301204.
      Citations: 22     Fields:    Translation:Humans
    35. Rubin DA, McMurray RG, Harrell JS. Insulin and weight status in adolescents: independent effects of intensity of physical activity and peak aerobic power. Pediatr Exerc Sci. 2008 Feb; 20(1):29-39. PMID: 18364532.
      Citations: 4     Fields:    Translation:Humans
    36. Cassin M, Macor F, Cappelletti P, Rubin D, Deganuto L, Tropeano P, Burelli C, Antonini-Canterin F, Badano LP, Solinas L, Zardo F, Hrovatin E, Brieda M, Quadri ND, Nicolosi GL, Cassin M, Macor F, Cappelletti P, Rubin D, Deganuto L, Tropeano P, Burelli C, Antonini-Canterin F, Badano LP, Solinas L, Zardo F, Hrovatin E, Brieda M, Quadri ND, Nicolosi GL. Management of patients with low-risk chest pain at the time of admission: a prospective study on a non-selected population from the Emergency Department. Ital Heart J. 2002 Jul; 3(7):399-405. PMID: 12189968.
      Citations: 1     Fields:    Translation:Humans
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