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Daniel 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 Research 
    Collapse research activities and funding
    R03AG078957     (RUBIN, DANIEL STEVEN)Sep 1, 2022 - May 31, 2025
    NIH
    At-home gait-cadence functional assessment and recovery trajectory for older adults undergoing major abdominal surgery
    Role: Principal Investigator

    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. Rubin DS, Conroy DE, Danilovich MK. Association of Daily Physical Activity With Motivation in Prefrail and Frail Older Adults Living in Retirement Communities. J Aging Phys Act. 2025 Apr 01; 33(2):124-131. PMID: 39209280.
      Citations:    Fields:    
    2. Tingling K, Conroy DE, Danilovich MK, Rubin DS. Association between functional capacity and motivation to engage in physical activity before surgery. Anaesthesia. 2024 Oct; 79(10):1122-1124. PMID: 39111324; PMCID: PMC11402576.
      Citations:    Fields:    Translation:Humans
    3. Yi Y, Vrouwe SQ, Gottlieb LJ, Rubin DS. Factors Predicting 90-Day Readmissions for US Older Adult Burn Patients From the 2016-2018 Nationwide Readmissions Database. J Burn Care Res. 2024 05 06; 45(3):709-718. PMID: 38363318; PMCID: PMC11073578.
      Citations:    Fields:    
    4. Rubin DS, Xue QL. Interaction Between Frailty and Dementia. JAMA Surg. 2023 08 01; 158(8):888-889. PMID: 37017961.
      Citations:    Fields:    Translation:Humans
    5. Rubin DS, Lin AZ, Ward RP, Nagele P. Trends and In-Hospital Mortality for Perioperative Myocardial Infarction After the Introduction of a Diagnostic Code for Type 2 Myocardial Infarction in the United States Between 2016 and 2018. Anesth Analg. 2024 Feb 01; 138(2):420-429. PMID: 36795598; PMCID: PMC10427730.
      Citations: 1     Fields:    
    6. 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: 3     Fields:    
    7. McKenzie NL, Ward RP, Nagele P, Rubin DS. Preoperative ß-Blocker Therapy and Stroke or Major Adverse Cardiac Events in Major Abdominal Surgery: A Retrospective Cohort Study. Anesthesiology. 2023 01 01; 138(1):42-54. PMID: 36227278; PMCID: PMC9771981.
      Citations: 3     Fields:    Translation:Humans
    8. Shah SH, Xiao L, Chen YF, Moss HE, Rubin DS, Roth S. Perioperative Ischemic Optic Neuropathy after Cardiac Surgery: Development and Validation of a Preoperative Risk Prediction Model. J Cardiothorac Vasc Anesth. 2022 12; 36(12):4266-4272. PMID: 36114093; PMCID: PMC10874298.
      Citations:    Fields:    Translation:Humans
    9. Onishchenko D, Rubin DS, van Horne JR, Ward RP, Chattopadhyay I. Cardiac Comorbidity Risk Score: Zero-Burden Machine Learning to Improve Prediction of Postoperative Major Adverse Cardiac Events in Hip and Knee Arthroplasty. J Am Heart Assoc. 2022 08 02; 11(15):e023745. PMID: 35904198; PMCID: PMC9375497.
      Citations:    Fields:    Translation:Humans
    10. Rubin DS, Ranjeva SL, Urbanek JK, Karas M, Madariaga MLL, Huisingh-Scheetz M. Smartphone-Based Gait Cadence to Identify Older Adults with Decreased Functional Capacity. Digit Biomark. 2022 May-Aug; 6(2):61-70. PMID: 36156872; PMCID: PMC9386413.
      Citations: 5     
    11. Yi Y, Vrouwe SQ, Gottlieb LJ, Rubin DS. Prognostic Factors for In-Hospital Mortality of Geriatric Burns From the US National Inpatient Sample 2016 to 2018. J Burn Care Res. 2022 07 01; 43(4):772-780. PMID: 35488365.
      Citations: 1     Fields:    Translation:Humans
    12. 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     Fields:    
    13. 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: 8     Fields:    Translation:Humans
    14. Rubin DS, Tung A, Shahul SS. Emergency Airway Management in COVID-19: Comment. Anesthesiology. 2022 02 01; 136(2):394-395. PMID: 34758062; PMCID: PMC8745883.
      Citations:    Fields:    Translation:HumansCells
    15. 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: 4     Fields:    
    16. 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: 4     Fields:    Translation:Humans
    17. Tank A, Hughey R, Ward RP, Nagele P, Rubin DS. Evaluation of Appropriate Use of Preoperative Echocardiography before Major Abdominal Surgery: A Retrospective Cohort Study. Anesthesiology. 2021 11 01; 135(5):854-863. PMID: 34543408; PMCID: PMC8511132.
      Citations: 2     Fields:    Translation:Humans
    18. Jarou ZJ, Beiser DG, Sharp WW, Chacko R, Goode D, Rubin DS, Kurian D, Dalton A, Estime SR, O'Connor M, Patel BK, Kress JP, Spiegel TF. Emergency Department-initiated High-flow Nasal Cannula for COVID-19 Respiratory Distress. West J Emerg Med. 2021 Jul 20; 22(4):979-987. PMID: 35354003; PMCID: PMC8328178.
      Citations: 3     Fields:    Translation:HumansPHPublic Health
    19. He H, McNicholas B, Tavernier E, Trump MW, Jackson JA, Zhang W, Rubin DS, Spiegel T, Hung A, Roca O, Vines DL, Cosgrave D, Mirza S, Laffey JG, Rice TW, Li J, Pavlov I, Perez Y, Estrada MÁI, Ehrmann S. Awake Prone Positioning in Non-Intubated Patients With Acute Hypoxemic Respiratory Failure Due to COVID-19. Respir Care. 2022 01; 67(1):102-114. PMID: 34234032.
      Citations: 15     Fields:    Translation:Humans
    20. 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: 14     Fields:    Translation:Humans
    21. Rubin DS, Huisingh-Scheetz M, Ferguson MK, Nagele P, Peden CJ, Lauderdale DS. U.S. trends in elective and emergent major abdominal surgical procedures from 2002 to 2014 in older adults. J Am Geriatr Soc. 2021 08; 69(8):2220-2230. PMID: 33969889; PMCID: PMC8373714.
      Citations: 3     Fields:    Translation:Humans
    22. 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: 3     Fields:    
    23. 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: 128     Fields:    Translation:Humans
    24. 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: 6     Fields:    Translation:Humans
    25. Rubin DS. Functional status assessment for preoperative cardiac risk prediction. Int Anesthesiol Clin. 2021; 59(1):15-21. PMID: 33122544.
      Citations:    Fields:    Translation:Humans
    26. 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
    27. Rubin DS, Peden CJ. Preoperative Frailty and Cognitive Dysfunction Assessment. Anesthesiology. 2020 12 01; 133(6):1164-1166. PMID: 33395463.
      Citations: 1     Fields:    Translation:Humans
    28. 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: 3     Fields:    Translation:Humans
    29. 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: 33     Fields:    
    30. Ranjeva SL, Tung A, Nagele P, Rubin DS. Morbidity and Mortality After Acute Myocardial Infarction After Elective Major Noncardiac Surgery. J Cardiothorac Vasc Anesth. 2021 Mar; 35(3):834-842. PMID: 33153868; PMCID: PMC7867597.
      Citations:    Fields:    Translation:Humans
    31. 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
    32. 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
    33. 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: 3     Fields:    Translation:Humans
    34. 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: 7     Fields:    Translation:Humans
    35. 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: 6     Fields:    Translation:Humans
    36. 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: 5     Fields:    Translation:Humans
    37. 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
    38. 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
    39. 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: 16     Fields:    Translation:Humans
    40. 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: 19     Fields:    Translation:Humans
    41. 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: 22     Fields:    Translation:Humans
    42. 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: 6     Fields:    Translation:Humans
    43. 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: 6     Fields:    Translation:Humans
    44. 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: 86     Fields:    Translation:Humans
    45. 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: 17     Fields:    Translation:Humans
    46. 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: 14     Fields:    Translation:Humans
    47. 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: 11     Fields:    Translation:Humans
    48. 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: 28     Fields:    Translation:Humans
    49. Rubin D. Anesthesia for ambulatory diagnostic and therapeutic radiology procedures. Anesthesiol Clin. 2014 Jun; 32(2):371-80. PMID: 24882124.
      Citations:    Fields:    Translation:Humans
    50. 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: 212     Fields:    Translation:Humans
    51. 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:    
    52. 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: 23     Fields:    Translation:Humans
    53. 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
    54. 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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