Cargando…

Personalized antibiograms for machine learning driven antibiotic selection

BACKGROUND: The Centers for Disease Control and Prevention identify antibiotic prescribing stewardship as the most important action to combat increasing antibiotic resistance. Clinicians balance broad empiric antibiotic coverage vs. precision coverage targeting only the most likely pathogens. We inv...

Descripción completa

Detalles Bibliográficos
Autores principales:	Corbin, Conor K., Sung, Lillian, Chattopadhyay, Arhana, Noshad, Morteza, Chang, Amy, Deresinksi, Stanley, Baiocchi, Michael, Chen, Jonathan H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9053259/ https://www.ncbi.nlm.nih.gov/pubmed/35603264 http://dx.doi.org/10.1038/s43856-022-00094-8

Ejemplares similares

Developing machine learning models to personalize care levels among emergency room patients for hospital admission
por: Nguyen, Minh, et al.
Publicado: (2021)

1147. Improving Accessibility and Antibiotic Prescribing with an Enhanced Digital Antibiogram
por: Yarahuan, Julia K, et al.
Publicado: (2019)

Antimicrobial stewardship and antibiograms: importance of moving beyond traditional antibiograms
por: Klinker, Kenneth P., et al.
Publicado: (2021)

AntibiogramDSM: a combined local antibiogram and educational intervention
por: Miesner, Andrew R., et al.
Publicado: (2023)

Using Hospital Antibiogram Data To Assess Regional Pneumococcal Resistance to Antibiotics
por: Stein, Cheryl R., et al.
Publicado: (2003)

Machine learning prediction of mild cognitive impairment and its progression to Alzheimer's disease
por: Fouladvand, Sajjad, et al.
Publicado: (2023)

2048. Antibiogram Use in Wisconsin Nursing Homes
por: Taylor, Lindsay N, et al.
Publicado: (2019)

Development of a multiyear pediatric antibiogram in Georgia identifies antibiotic resistance trends
por: Linam, Matt, et al.
Publicado: (2023)

The Regional Antibiogram Is an Important Public Health Tool to Improve Empiric Antibiotic Selection, Stenotrophomonas maltophilia As A Case Example
por: Humphries, Romney, et al.
Publicado: (2017)

Staphylococcus aureus - selective reporting of antibiogram results and its impact on antibiotic use: Interventional study with a reference group on the effect of switching from non-selective to selective antibiotic reporting
por: Lestin-Bernstein, Franka, et al.
Publicado: (2021)

Antibiogram of bacteria isolated from automated teller machines in Hamadan, West Iran
por: Mahmoudi, Hassan, et al.
Publicado: (2017)

177. User Preferences for Visualization of Antibiogram Data in Clinical Practice for Empiric Prescription of Antibiotics
por: Vingino, Alexandria R, et al.
Publicado: (2021)

Antibiotic Antibiogram in Patients With Complicated Urinary Tract Infections in Nephrology Unit of South Waziristan
por: Kaleem Baloch, Behzad, et al.
Publicado: (2022)

Exploring the antibiogram of soil isolates from an indian hospital precinct: link to antibiotic usage
por: Kunhikannan, Shalini, et al.
Publicado: (2023)

Evaluating Patient-Specific Antibiograms
por: Overly, Shannon, et al.
Publicado: (2017)

Comparison of an Emergency Department-Specific Antibiogram to Hospital Antibiogram: Influence of Patient Risk Factors on Susceptibility
por: Miller, Jessica, et al.
Publicado: (2017)

Interplay between Phenotypic Resistance to Relevant Antibiotics in Gram-Negative Urinary Pathogens: A Data-Driven Analysis of 10 Years’ Worth of Antibiogram Data
por: Gajdács, Márió, et al.
Publicado: (2021)

Change of Antibiotic Susceptibility Testing Guidelines from CLSI to EUCAST: Influence on Cumulative Hospital Antibiograms
por: Wolfensberger, Aline, et al.
Publicado: (2013)

1515. Patient-Based Stratification of Weighted-Incidence Syndromic Antibiogram (WISCA) for Empiric Antibiotic Prescribing
por: Hebert, Courtney, et al.
Publicado: (2018)

Evaluating Antibiograms To Monitor Drug Resistance
por: El-Azizi, Mohamed, et al.
Publicado: (2005)

Development and utility assessment of a machine learning bloodstream infection classifier in pediatric patients receiving cancer treatments
por: Sung, Lillian, et al.
Publicado: (2020)

Burns resulting from spontaneous combustion of electronic cigarettes: a case series
por: Sheckter, Clifford, et al.
Publicado: (2016)

AAPS Podium Presentations—Has the Level of Evidence Changed over the Past Decade?
por: Chattopadhyay, Arhana, et al.
Publicado: (2021)

A Single-institution, Retrospective Chart Review of Outcomes and Complications Following Infant Ear Molding with the EarWell System
por: Sayadi, Jamasb, et al.
Publicado: (2022)

548. Carbapenem-Resistant Acinetobacter baumannii Antibiotic Susceptibility Testing and Antibiogram Formation, Connecticut 2017–2019
por: Paranandi, Anu, et al.
Publicado: (2019)

Narrowing antibiotic spectrum of activity for trauma-associated pneumonia through the use of a disease-specific antibiogram
por: Ting, Michelle H, et al.
Publicado: (2021)

Utilising cumulative antibiogram data to enhance antibiotic stewardship capacity in the Cape Coast Teaching Hospital, Ghana
por: Dakorah, Mavis Puopelle, et al.
Publicado: (2022)

573. Creation of a Statewide Ambulatory Urinary Antibiogram and Evaluation of Regional and Temporal Variation in Antibiotic Susceptibility
por: Curanovic, Dusica, et al.
Publicado: (2023)

Comparison of hospital-wide and age and location - stratified antibiograms of S. aureus, E. coli, and S. pneumoniae: age- and location-stratified antibiograms
por: Swami, Sanjeev K, et al.
Publicado: (2013)

Antibiogram for Haemodialysis Catheter-Related Bloodstream Infections
por: Abdul Gafor, Abdul Halim, et al.
Publicado: (2014)

Biliary infection; distribution of species and antibiogram study
por: Shafagh, Shima, et al.
Publicado: (2021)

The antibiogram: key considerations for its development and utilization
por: Truong, William R, et al.
Publicado: (2021)

Spatial-Temporal Networks for Antibiogram Pattern Prediction
por: Fu, Xingbo, et al.
Publicado: (2023)

2207. Narrowing Antibiotic Spectrum of Activity for Trauma-Associated Pneumonia Through the Use of a Disease-Specific Antibiogram
por: Ting, Michelle, et al.
Publicado: (2019)

103. Empiric Antibiotic Susceptibility Using a Traditional vs. Syndromic Antibiogram-Implications for Antimicrobial Stewardship Programs
por: Klinker, Kenneth, et al.
Publicado: (2020)

Serotyping, antibiogram, and detection of bacterial pathogens associated with bovine respiratory disease in selected areas of Ethiopia
por: Akalu, Mirtneh, et al.
Publicado: (2022)

Development of a local antibiogram for a teaching hospital in Ghana
por: Dodoo, Cornelius C, et al.
Publicado: (2023)

Empirical antibiotic choice alters microbiological outcomes: Findings from comparative antibiograms in a trauma intensive care unit
por: Savage-Reid, S, et al.
Publicado: (2020)

THE USE OF MICROBIOLOGICAL AND LABORATORY DATA IN THE CHOICE OF EMPIRICAL ANTIBIOTIC THERAPY IN PATIENTS UNDERGOING LAPAROSCOPIC CHOLECYSTECTOMY – THE ROLE OF LOCAL ANTIBIOGRAMS
por: Pašić, Fuad, et al.
Publicado: (2022)

Aggregated Antibiograms and Monitoring of Drug-Resistant Streptococcus pneumoniae
por: Van Beneden, Chris A., et al.
Publicado: (2003)

Cannot write session to /tmp/vufind_sessions/sess_471jci45fqto53tf0h56gknrtt