The Research Lab on Computerized Decision Making in Medicine

Publications (2026)

• Clinical Risks of Artificial Intelligence in Medicine: Inconsistent Recommendations, Fabricated Evidence, Automation Bias, and Accountability 
  By Maxim Glebov and Alex Mintz
• Explainable machine learning for predicting one-year mortality after hip fracture in older adults: a retrospective cohort study
  Maxim Glebov, Artur Grigorev, Dina Orkin, Alex Mintz
• Group Dynamics: Groupthink and Polythink, Social and Cognitive Biases in Medical Teams' Decisions
  Arieh Riskin and Alex Mintz
• Cognitive Biases and Heuristics in Medical Decision Making: Mechanisms, Clinical Manifestations, and Debiasing Strategies
  Alex Mintz and Arieh Riskin
• Biases in Medical Decision Making
  Alex Mintz and Yehuda Shoenfeld
  IMAJ 2026
• Special Issue on Medical Decision Making
  co-edited by Alex Mintz and Arieh Riskin
  IMAJ 2026

Simulations for Medical Students, conducted by Prof. Pierre Singer and Prof. Alex Mintz

• Evaluation of 6-hour urine creatinine clearance as the kidney component in the SOFA score: An observational cohort study 
  Liran Statlender, Tzippy Shochat, Mzia Moshiashvili Eyal Robinson, Moran Hellerman Itzhaki, Itai Bendavid, Guy Fishman, Pierre Singer, Ilya Kagan 
  Journal of Intensive Medicine Volume 6, Issue 1 Pages 69-74. Feb, 2026
• Artificial intelligence in nutritional assessment and decision making
  Pierre Singer, Michal Slavin Kish and Orit Raphaeli
  Current Opinion in Clinical Nutrition & Metabolic Care. Sep, 2026 29(5):434-440.
• Assessing body composition and energy expenditure in ICU 
  Pierre Singer and Michal Slevin Kisha
  Current Opinion in Clinical Nutrition & Metabolic Care. Sep, 2025; 28(5):396-402.
• Hypophosphatemia–factors associated with its development and 90-day mortality effect: a prospective observational study
  Liran Statlender, Tzippy Shochat, Limor Rozilyo, Izhack Cherny, Jumana Amer, Guy Halperin, Eyal Robinson, Moran Hellerman Itzhaki, Itai Bendavid, Guy Fishman, Pierre Singer and Ilya Kagan.
  Front Med Lausanne. 2026 Jun 29:13:1858326
• The effect of scheduled metamizole on opioid consumption after cardiac surgery
  Chen Seidenberg, Adina Grunberger, Ruth Mishali, Avi Hefets, Pierre Singer, Eric Setton and Michal Slevin Kish
  Front Pharmacol. 2026 Feb 18:17:1767338.
• Smart feeding: the role of artificial intelligence and integrated nutrition platforms in the ICU
  Pierre Singer and Orit Raphaeli
  Current Opinion in Critical Care. Aug, 2026; 32(4):359-365
• Key principles for rehabilitation of critically ill patients with obesity
  Sabrina Eggmann , Danielle E. Bear, Richard S. Bourne , Amy reeman‑Sanderson, Cheryl E. Hickmann, Vera Karner , David McWilliams , Dale M. Needham , Pierre Singer, Margo van Mol, Arthur van Zanten, Carol L. Hodgson and Stefan J. Schaller
  Intensive Care Medicine, July 2026.
• Assessing body composition and energy expenditure in ICU
  Pierre Singer and Michal Slevin Kish
  Current Opinion in Clinical Nutrition & Metabolic Care. Sep, 2025; 28(5):396-402.
• Recognizing malnutrition in adults with critical illness: Guidance statements from the Global Leadership Initiative on Malnutrition
  R. Fukushima, C.W. Compher, M.I.T.D. Correia , M.C. Gonzalez , L. McKeever , K. Nakamura , Z.Y. Lee,  J.J. Patel , P. Singer , C. Stoppe ,  J.C. Ayala , R. Barazzoni, M.M. Berger , T. Cederholm , K. Chittawatanarat , A. Cotoia , J.C. Lopez-Delgado, C.P. Earthman , G. Elke, W. Hartl, M.S. Hasan, N. Higashibeppu , G.L. Jensen, K.J. Lambell , C.C.H. Lew , J.I. Mechanick , M. Mourtzakis , G.C.C. Nogales, T. Oshima, S.J. Peterson, T.W. Rice, R. Rosenfeld, P. Sheean , F.M. Silva, P.C. Tah ,M. Uyar
  Clinical Nutrition Volume 49, June 2025, Pages 202-208
• Towards optimised nutrition therapy after critical illness: a position statement and research framework by the global research initiative on post-intensive care nutrition (GRIP) consortium 
  Zenzi Rosseel, Noortje M. P. Overwater, Maridi Aerts, Lee-anne S. Chapple, Dechang Chen, Krista L. Haines, Jiao Liu, Imre W.K. Kouw, Lu Ke, Claude Pichard, Emma J. Ridley, Pierre Singer, Dan L. Waitzberg, Weiqin Li, Paul E. Wischmeyer, Youzhong An, Arthur R. H. van Zanten and Elisabeth De Waele
  Critical Care, Volume 29, article number 460. 2025.
• Interruptions in administration of enteral feeding and automatic compensation: A post hoc analysis of the smART+ study. 
  I. Kagan, E. Robinson, M Hellerman Itshaki, P. Singer
  Clinical Nutrition Open Science. March, 2025
• Technology advances in the placement of naso-enteral tubes and in the management of enteral feeding in critically ill patients: A narrative study 
  Pierre Singer, Eric Setton 
  Clinical Nutrition ESPEN. May, 2025. 68:515-522
• Electrolyte imbalance and post-open-heart surgery complications: Is there a link? 
  U. Shaul, Pierre Singer, Ruth Mishali, Liran Statlender, Chen Seidenberg, Michal Slevin Kish, Hila Vidal, Eric Setton
  Journal of Intensive Medicine. Dec, 2025. 6(2):150-156.
• New insights into total and resting energy expenditure using state-of-the-art methods in cancer survivors: a cross-sectional study 
  Ana Paula Pagano, Jo~ao Felipe Mota, Sarah A Purcell, Iasmin M Sousa , Hongyi Cai 6, Richard JE Skipworth , Tom Preston , Pierre Singer , Michael B Sawyer , Rajavel Elango, Peter J Walter , Carla M Prado  
  The American Journal of Clinical Nutrition. Sep, 2025; 122(6):1557-1568.
• Survival Forest Models for ICU Mortality Prediction Based on Nutrition and Clinical Factors
  Anat Goldstein, Chen Hajaj,  Pierre Singer,  Orit Raphaeli 
  IEEE, Volume 14. Dec, 2025.14: 3744-3760
• Cytokine response to critical illness and its relation to amino acid metabolism
  Mette M Berger, Pierre Singer, Raven A Wierzchowska-McNew, Marina V Viana, Itai A Ben-David, Olivier Pantet, Caroline Perez, John J Thaden, Mariëlle PKJ Engelen, Nicolaas EP Deutz
  Clinical Nutrition, 2025.
• Relation between resting energy expenditure and amino acid metabolism in the post-acute phase of catabolic critically ill patients
  Itai Bendavid, Ilana BenAri, Benjamin Zribi, Raven A Wierzchowska-McNew, Mariëlle PKJ Engelen, Nicolaas EP Deutz, Pierre Singer
  Clinical Nutrition ESPEN, 2025.
• GLIM consensus approach to diagnosis of malnutrition: a 5‐year update
  Gordon L Jensen, Tommy Cederholm, M Isabel TD Correia, M Cristina Gonzalez, Ryoji Fukushima, Veeradej Pisprasert, Renee Blaauw, Diana Cardenas Braz, Fernando Carrasco, Alfonso J Cruz Jentoft, Cristina Cuerda, David C Evans, Vanessa Fuchs‐Tarlovsky, Leah Gramlich, Han Ping Shi, Jeanette M Hasse, Michael Hiesmayr, Naoki Hiki, Harriët Jager‐Wittenaar, Shukri Jahit, Anayanet Jáquez, Heather Keller, Stanislaw Klek, Ainsley Malone, Kris M Mogensen, Naoharu Mori, Manpreet Mundi, Maurizio Muscaritoli, Doris Ng, Ibolya Nyulasi, Matthias Pirlich, Stephane Schneider, Marian de van der Schueren, Soranit Siltharm, Pierre Singer, Alison Steiber, Kelly A Tappenden, Jianchun Yu, André van Gossum, Jaw‐Yuan Wang, Marion F Winkler, Charlene Compher, Rocco Barazzoni
  Journal of Parenteral and Enteral Nutrition 49 (4), 414-427, 2025.
• Videoart in the intensive care unit: A prospective observational study
  Tomer Arad, Sabina Kalinchuk, Dina Grinas, Moran Hellerman-Itzhaki, Guy Fishman, Itai Bendavid, Liran Statlender, Ilya Kagan, Pierre Singer
  Journal of Intensive Medicine, 2025.
• Early feeding in critical care-where are we now?
  Mette M Berger, Annika Reintam Blaser, Orit Raphaeli, Pierre Singer
  Critical care clinics 41 (2), 213-231, 2025.