Publications

The past, the present and the future of machine learning and artificial intelligence in anesthesia and Postanesthesia Care Units (PACU).

Pirracchio R
Considerations for the implementation of machine learning into acute care settings.

Bishara A, Maze EH, Maze M
Galectin-3 in Kidney Diseases: From an Old Protein to a New Therapeutic Target.

Boutin L, Dépret F, Gayat E, Legrand M, Chadjichristos CE
Performance of renal Doppler to predict the occurrence of acute kidney injury in patients without acute kidney injury at admission.

Schnell D, Bourmaud A, Reynaud M, Rouleau S, Merdji H, Boivin A, Benyamina M, Vincent F, Lautrette A, Leroy C, Cohen Y, Legrand M, Morel J, Terreaux J, Darmon M
Causal inference in case of near-violation of positivity: comparison of methods.

Léger M, Chatton A, Le Borgne F, Pirracchio R, Lasocki S, Foucher Y
Usefulness of lactate albumin ratio at admission to predict 28-day mortality in critically ill severely burned patients: A retrospective cohort study.

Dudoignon E, Quennesson T, De Tymowski C, Moreno N, Coutrot M, Chaussard M, Guillemet L, Abid S, Fratani A, Ressaire Q, Cupaciu A, Weinmann V, Pharaboz A, Benyamina M, Mebazaa A, Legrand M, Depret F, Deniau B, PRONOBURN Group
Postoperative delirium prediction using machine learning models and preoperative electronic health record data.

Bishara A, Chiu C, Whitlock EL, Douglas VC, Lee S, Butte AJ, Leung JM, Donovan AL
Clinical decision support for severe trauma patients: Machine learning based definition of a bundle of care for hemorrhagic shock and traumatic brain injury.

Lang E, Neuschwander A, Favé G, Abback PS, Esnault P, Geeraerts T, Harrois A, Hanouz JL, Kipnis E, Leone M, Legros V, Mellati N, Pottecher J, Hamada S, Pirracchio R, for Traumabase Group
Ventilation practices in burn patients-an international prospective observational cohort study.

Schultz MJ, Horn J, Hollmann MW, Preckel B, Glas GJ, Colpaert K, Malbrain M, Neto AS, Asehnoune K, de Abreu MG, Martin-Loeches I, Pelosi P, Sjöberg F, Binnekade JM, Cleffken B, Juffermans NP, Knape P, Loef BG, Mackie DP, Enkhbaatar P, Depetris N, Perner A, Herrero E, Cachafeiro L, Jeschke M, Lipman J, Legrand M, Horter J, Lavrentieva A, Glas G, Kazemi A, Guttormsen AB, Huss F, Kol M, Wong H, Starr T, De Crop L, de Oliveira Filho W, Manoel Silva Junior J, Grion CMC, Jeschke MG, Burnett M, Mondrup F, Ravat F, Fontaine M, Asehoune K, Floch RL, Jeanne M, Bacus M, Chaussard M, Lehnhardt M, Mikhail BD, Gille J, Sharkey A, Trommel N, Reidinga AC, Vieleers N, Tilsley A, Onarheim H, Bouza MT, Agrifoglio A, Fredén F, Palmieri T, Painting LE, LAMiNAR investigators
An international survey of adherence to Surviving Sepsis Campaign Guidelines 2016 regarding fluid resuscitation and vasopressors in the initial management of septic shock.

Bitton E, Zimmerman S, Azevedo LCP, Benhamou D, Cecconi M, De Waele JJ, Lipman J, Martin-Loeches I, Pirracchio R, Scheeren TWL, Leone M, Einav S