Application of machine learning for mortality prediction in patients with candidemia: Feasibility verification and comparison with clinical severity scores

Guideline adherence and survival of patients with candidaemia in Europe: results from the ECMM Candida III multinational European observational cohort study

(2023) Martin Hoenigl et al.   LANCET INFECTIOUS DISEASES

The Utility of EQUAL Candida Score in Predicting Mortality in Patients with Candidemia

(2022) Aline El Zakhem et al.   Journal of Fungi

Modified Pitt bacteremia score for predicting mortality in patients with candidaemia: A multicentre seven‐year retrospective study conducted in Japan

(2021) Nana Nakada‐Motokawa et al.   MYCOSES

Detection of Cytopathic Effects Induced by Influenza, Parainfluenza, and Enterovirus Using Deep Convolution Neural Network

(2021) Jen-Jee Chen et al.   Biomedicines

Usefulness of EQUAL Candida scores for predicting outcomes in patients with candidemia: a retrospective cohort study

(2020) Ho-Yin Huang et al.   CLINICAL MICROBIOLOGY AND INFECTION

Mortality and risk factor analysis for Candida blood stream infection: A multicenter study

(2019) Hideaki Kato et al.   JOURNAL OF INFECTION AND CHEMOTHERAPY

Morbidity and mortality of candidaemia in Europe: an epidemiologic meta-analysis

(2019) P. Koehler et al.   CLINICAL MICROBIOLOGY AND INFECTION

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

The impact of age on risk assessment, therapeutic practice and outcome in candidemia

(2019) Liv Hesstvedt et al.   Infectious Diseases

Acute kidney injury

(2019) Claudio Ronco et al.   LANCET

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

EQUAL Candida Score: An ECMM score derived from current guidelines to measure QUAlity of Clinical Candidaemia Management

(2018) Sibylle C. Mellinghoff et al.   MYCOSES

Acute kidney injury in sepsis

(2017) Rinaldo Bellomo et al.   INTENSIVE CARE MEDICINE

The Pitt Bacteremia Score, Charlson Comorbidity Index and Chronic Disease Score are useful tools for the prediction of mortality in patients with Candida bloodstream infection

(2017) María Paz Vaquero-Herrero et al.   MYCOSES

Artificial intelligence in healthcare: past, present and future

(2017) Fei Jiang et al.   JOURNAL OF INVESTIGATIVE MEDICINE

Clinical Practice Guideline for the Management of Candidiasis: 2016 Update by the Infectious Diseases Society of America

(2015) Peter G. Pappas et al.   CLINICAL INFECTIOUS DISEASES

Invasive Candidiasis

(2015) Bart Jan Kullberg et al.   NEW ENGLAND JOURNAL OF MEDICINE

Impact of Therapeutic Strategies on the Prognosis of Candidemia in the ICU*

(2014) Mireia Puig-Asensio et al.   CRITICAL CARE MEDICINE

A multicenter study of septic shock due to candidemia: outcomes and predictors of mortality

(2014) Matteo Bassetti et al.   INTENSIVE CARE MEDICINE

Incidence, characteristics and outcome of ICU-acquired candidemia in India

(2014) Arunaloke Chakrabarti et al.   INTENSIVE CARE MEDICINE

ESCMID* *This guideline was presented in part at ECCMID 2011. European Society for Clinical Microbiology and Infectious Diseases. guideline for the diagnosis and management of Candida diseases 2012: non-neutropenic adult patients

(2012) O.A. Cornely et al.   CLINICAL MICROBIOLOGY AND INFECTION

Multiple imputation by chained equations: what is it and how does it work?

(2011) Melissa J. Azur et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

Invasive Candidiasis: An Overview from Taiwan

(2009) Sheng-Yuan Ruan et al.   JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION