Machine learning in infection management using routine electronic health records: tools, techniques, and reporting of future technologies

Sepsis

Time to Recognition of Sepsis in the Emergency Department Using Electronic Health Record Data: A Comparative Analysis of Systemic Inflammatory Response Syndrome, Sequential Organ Failure Assessment, and Quick Sequential Organ Failure Assessment

Crit Care Med.

Prasad PA, Fang MC, Abe-Jones Y, Calfee CS, Matthay MA, Kangelaris KN

doi: 10.1097/CCM.0000000000004132.

Drug Resistance

External Validation of Difficult-to-Treat Resistance Prevalence and Mortality Risk in Gram-Negative Bloodstream Infection Using Electronic Health Record Data From 140 US Hospitals

Open Forum Infect Dis.

Kadri SS, Lai YLE, Ricotta EE, Strich JR, Babiker A, Rhee C, Klompas M, Dekker JP, Powers JH 3rd, Danner RL, Adjemian J, NIH Antimicrobial Resistance Outcomes Research Initiative (NIH-ARORI).

doi: 10.1093/ofid/ofz110.

Viral Infections, Non-HIV

6-month neurological and psychiatric outcomes in 236 379 survivors of COVID-19: a retrospective cohort study using electronic health records

Lancet Psychiatry

Taquet M, Geddes JR, Husain M, Luciano S, Harrison PJ

doi: 10.1016/S2215-0366(21)00084-5

Back Pain

Genome-wide association studies of low back pain and lumbar spinal disorders using electronic health record data identify a locus associated with lumbar spinal stenosis

Pain

Suri P, Stanaway IB, Zhang Y, Freidin MB, Tsepilov YA, Carrell DS, Williams FMK, Aulchenko YS, Hakonarson H, Namjou B, Crosslin DR, Jarvik GP, Lee MT

doi: 10.1097/j.pain.0000000000002221

Laboratory automation reduces time to report of positive blood cultures and improves management of patients with bloodstream infection

Eur J Clin Microbiol Infect Dis.

De Socio GV, Di Donato F, Paggi R, Gabrielli C, Belati A, Rizza G, Savoia M, Repetto A, Cenci E, Mencacci A

doi: 10.1007/s10096-018-3377-5.

Cancer PainChronic PainPain ManagementPain Relief

Patient-Reported Outcomes and Opioid Use by Outpatient Cancer Patients

doi: 10.1016/j.jpain.2017.11.001.

Parasitic Infection

Digital PCR: a new technology for diagnosis of parasitic infections

Clin Microbiol Infect.

Pomari E, Piubelli C, Perandin F, Bisoffi Z

doi: 10.1016/j.cmi.

Viral Infections, Non-HIV

Digital Health Surveillance Strategies for Management of Coronavirus Disease 2019

Mayo Clin Proc Innov Qual Outcomes

Jose T, Warner DO, O'Horo JC, Peters SG, Chaudhry R, Binnicker MJ, Burger CD

doi: 10.1016/j.mayocpiqo.2020.12.004

Drug Resistance

Chlorhexidine versus routine bathing to prevent multidrug-resistant organisms and all-cause bloodstream infections in general medical and surgical units (ABATE Infection trial): a cluster-randomised trial

Lancet.

Huang SS, Septimus E, Kleinman K, Moody J, Hickok J, Heim L, Gombosev A, Avery TR, Haffenreffer K, Shimelman L, Hayden MK, Weinstein RA, Spencer-Smith C, Kaganov RE, Murphy MV, Forehand T, Lankiewicz J, Coady MH, Portillo L, Sarup-Patel J, Jernigan JA, Perlin JB, Platt R; ABATE Infection trial team

doi: 10.1016/S0140-6736(18)32593-5.

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