Table 1 List of analysed single antibiotics and antibiotic combinations of clinical interest included in the study.

From: Proof of concept study on early forecasting of antimicrobial resistance in hospitalized patients using machine learning and simple bacterial ecology data

Single antibiotics

Antibiotic combinations

Amoxicillin

Amox-Clav + amikacin

Amox-Clav

Pip-Tazo + amikacin

Oxacillin/cefazolin

CTX/CRO + amikacin

Pip-Tazo

Ceftazidime + amikacin

Cefotaxime/ceftriaxone

Cefepime + amikacin

Ceftazidime

Aztreonam + amikacin

Cefepime

Imipenem + amikacin

Aztreonam

Meropenem + amikacin

Imipenem

Amox-Clav + gentamicin

Meropenem

Pip-Tazo + gentamicin

Ertapenem

Imipenem + gentamicin

Amikacin

Vancomycin + gentamicin

Gentamicin

Amox-Clav + ciprofloxacin

Ciprofloxacin

Pip-Tazo + ciprofloxacin

Levofloxacin

CTX/CRO + ciprofloxacin

TMP-SMX

Ceftazidime + ciprofloxacin

Vancomycin

Cefepime + ciprofloxacin

Rifampicin

Aztreonam + ciprofloxacin

Clindamycin

Imipenem + ciprofloxacin

Macrolides

Meropenem + ciprofloxacin

Linezolid

Pip-Tazo + vancomycin

Metronidazole

Cefepime + vancomycin

Meropenem + vancomycin

CTX/CRO + metronidazole

Cefepime + metronidazole

  1. Amox-Clav, Amoxicillin-Clavulanate (Augmentin*) Pip-Tazo, Piperacillin-Tazobactam (Tazocilline*) TMP-SMX, Trimethoprim-Sulfamethoxazole (Bactrim*) CTX/CRO, Cefotaxime/Ceftriaxone.
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