Two-step deep-learning candidemia prediction model using two large time-sequence electronic health datasets
Hisato Yoshida, Max Adelman, Laila Rasmy, Francis Ifiora et autres
0 citationsmedRxiv
Masayuki Nigo
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11Publications signalées
1Citations signalées
4Affiliations récentes
Institutions déclarées
Domaines associés
Antifungal resistance and susceptibilityAntimicrobial Resistance in StaphylococcusAntibiotics Pharmacokinetics and EfficacyNeutropenia and Cancer InfectionsClostridium difficile and Clostridium perfringens research
Publications récentes
P-1259. Voriconazole Dosing and Therapeutic Drug Monitoring (TDM) in Pre and Post Urgent Orthotopic Liver Transplant Recipients with Decompensated Cirrhosis
Wesley Hoffmann, Shemual Tsai, William L. Musick, Luma Succar et autres
0 citationsOpen Forum Infectious Diseases
P-713. Epidemiology and Risk Factors for Community-Acquired Pneumonia Among Late-Stage Older Adults: A Retrospective Study Using the Japanese Health Insurance Database in Fukui Prefecture, Japan
Hisato Yoshida, Akiko Matsunaga, Naohiro Konoshita, Hitoshi Yoshimura et autres
0 citationsOpen Forum Infectious Diseases
292. Outcomes of Oral Beta-Lactams versus IV Antibiotics for Gram-Negative Bacteremia in Solid Organ Transplant Patients
Milen Thomas, Wesley Hoffmann, William L. Musick, Shemual Tsai et autres
0 citationsOpen Forum Infectious Diseases
290. Outcomes of Orthotopic Liver Transplant Recipients with Bacteremia Shortly Before Transplantation
R Alfonso Hernandez Acosta, Deirdre Axell-House, Satish Mocherla, Elizabeth R Ramos Salazar et autres
0 citationsOpen Forum Infectious Diseases
P-1950. Updated Epidemiology of Candidemia in the United States, 2015-2024: Using A Large Nation-Wide Electronic Health Record Database
Maria Alejandra Pérez-Ardila, Khush Patel, Laila Bekhet, Cesar Andres Diaz Arias et autres
0 citationsOpen Forum Infectious Diseases
P-1686. Deep Learning Prediction Model for Staphylococcus aureus Positivity and Antibiotic Susceptibility Patterns Using A Large Longitudinal Electronic Health Record Dataset
Francis Ifiora, Laila Bekhet, Ziqian Xie, Marilyn Niravath et autres
0 citationsOpen Forum Infectious Diseases
P-1951. Utilization of Intensive Care Interventions in Critically Ill Patients with Candidemia vs. Bacteremia: Implications for Empiric Antifungal Prescribing
Mary North Jones, Masayuki Nigo, Stefano Casarin, James Kurian et autres
0 citationsOpen Forum Infectious Diseases
Utilization of Intensive Care Interventions in Critically Ill Patients With Candidemia Versus Bacteremia: A Multicenter Retrospective Cohort Study
Mary North Jones, Masayuki Nigo, Stefano Casarin, James Kurian et autres
1 citationCritical Care Medicine
A Reinforcement Learning (RL)-Motivated Simulation Framework for Evaluating Vancomycin Dosing Strategies
Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo et autres
0 citationsDigital Commons-TMC (Texas Medical Center)
A Reinforcement Learning (RL)-Motivated Simulation Framework for Evaluating Vancomycin Dosing Strategies.
Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo et autres
0 citationsPubMed
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