Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality

Further Publications AnesthesiologyFurther Publications PainFurther Publications Infectiology

Deep-learning model for predicting 30-day postoperative mortality

Br J Anaesth.

Fritz BA, Cui Z, Zhang M, He Y, Chen Y, Kronzer A, Ben Abdallah A, King CR, Avidan MS

doi: 10.1016/j.bja.2019.07.025.

Mechanical Ventilation

The development and validation of the Score for the Prediction of Postoperative Respiratory Complications (SPORC-2) to predict the requirement for early postoperative tracheal re-intubation: a hospital registry study

Anaesthesia.

Lukannek C, Shaefi S, Platzbecker K, Raub D, Santer P, Nabel S, Lecamwasam HS, Houle TT, Eikermann M

doi: 10.1111/anae.14742.

Back Pain

Development and Validation of a Prediction Model for Pain and Functional Outcomes After Lumbar Spine Surgery

JAMA Surg.

Khor S, Lavallee D, Cizik AM, Bellabarba C, Chapman JR, Howe CR, Lu D, Mohit AA, Oskouian RJ, Roh JR, Shonnard N, Dagal A, Flum DR

doi: 10.1001/jamasurg.2018.0072.

Viral Infections, Non-HIV

Development and validation of a prediction model for severe respiratory failure in hospitalized patients with SARS-Cov-2 infection: a multicenter cohort study (PREDI-CO study)

Clin Microbiol Infect.

Bartoletti M, Giannella M, Scudeller L, Tedeschi S, Rinaldi M, Bussini L, Fornaro G, Pascale R, Pancaldi L, Pasquini Z, Trapani F, Badia L, Campoli C, Tadolini M, Attard L, Puoti M, Merli M, Mussini C, Menozzi M, Meschiari M, Codeluppi M, Barchiesi F, Cristini F, Saracino A, Licci A, Rapuano S, Tonetti T, Gaibani P, Ranieri VM, Viale P, PREDICO study group.

doi: 10.1016/j.cmi.2020.08.003.

Viral Infections, Non-HIV

Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19

JAMA Intern Med.

Liang W, Liang H, Ou L, Chen B, Chen A, Li C, Li Y, Guan W, Sang L, Lu J, Xu Y, Chen G, Guo H, Guo J, Chen Z, Zhao Y, Li S, Zhang N, Zhong N, He J, China Medical Treatment Expert Group for COVID-19.

doi: 10.1001/jamainternmed.2020.2033.

HIV / AIDS

Development and validation of an automated HIV prediction algorithm to identify candidates for pre-exposure prophylaxis: a modelling study

Lancet HIV.

Krakower DS, Gruber S, Hsu K, Menchaca JT, Maro JC, Kruskal BA, Wilson IB, Mayer KH, Klompas M

doi: 10.1016/S2352-3018(19)

Labor and DeliverySpinal Anesthesia

The application of a neural network to predict hypotension and vasopressor requirements non-invasively in obstetric patients having spinal anesthesia for elective cesarean section (C/S)

BMC Anesthesiol.

Gratz I, Baruch M, Takla M, Seaman J, Allen I, McEniry B, Deal E

doi: 10.1186/s12871-020-01015-9.

Meningitis

Systematic review and validation of diagnostic prediction models in patients suspected of meningitis

J Infect.

van Zeggeren IE, Bijlsma MW, Tanck MW, van de Beek D, Brouwer MC

doi: 10.1016/j.jinf.2019.11.012.

Development and validation of a semi-automated surveillance system-lowering the fruit for non-ventilator-associated hospital-acquired pneumonia (nvHAP) prevention