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publishDate:"[2020 TO 2029]"
topic_facet:"Machine learning"
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PubPharm (48)
1
Comparative analysis of machine learning vs. traditional modeling approaches for predicting in-hospital mortality after cardiac surgery : temporal and spatial external validation based on a nationwide cardiac surgery registry
enthalten in:
European heart journal. Quality of care & clinical outcomes
| 2024
von
Zeng, J.
|
Zhang, D.
|
Lin, S.
| +4
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2
A comparative study of explainable ensemble learning and logistic regression for predicting in-hospital mortality in the emergency department
enthalten in:
Scientific reports
| 2024
von
Rahmatinejad, Z.
|
Dehghani, T.
|
Hoseini, B.
| +4
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3
Early prediction of in-hospital mortality utilizing multivariate predictive modelling of electronic medical records and socio-determinants of health of the first day of hospitalization
enthalten in:
BMC medical informatics and decision making
| 2023
von
Stoessel, D.
|
Fa, R.
|
Artemova, S.
| +8
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4
Early prediction of in-hospital mortality utilizing multivariate predictive modelling of electronic medical records and socio-determinants of health of the first day of hospitalization
enthalten in:
BMC medical informatics and decision making
| 2023
von
Stoessel, D.
|
Fa, R.
|
Artemova, S.
| +8
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5
Machine learning-based prediction of postoperative mortality in emergency colorectal surgery : A retrospective, multicenter cohort study using Tokushukai medical database
enthalten in:
Heliyon
| 2023
von
Akabane, S.
|
Miyake, K.
|
Iwagami, M.
| +2
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6
Automated identification of patient subgroups : A case-study on mortality of COVID-19 patients admitted to the ICU
enthalten in:
Computers in biology and medicine
| 2023
von
Vagliano, I.
|
Kingma, M.
|
Dongelmans, D.
| +76
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7
Machine learning algorithms for improved prediction of in-hospital outcomes after moderate-to-severe traumatic brain injury : a Chinese retrospective cohort study
enthalten in:
Acta neurochirurgica
| 2023
von
Zhang, Z.
|
Wang, S.
|
Chen, K.
| +3
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8
Machine learning algorithms for improved prediction of in-hospital outcomes after moderate-to-severe traumatic brain injury: a Chinese retrospective cohort study
enthalten in:
Acta neurochirurgica
| 2023
von
Zhang, Z.
|
Wang, S.
|
Chen, K.
| +3
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9
Prediction model of in-hospital mortality in intensive care unit patients with cardiac arrest : a retrospective analysis of MIMIC -IV database based on machine learning
enthalten in:
BMC anesthesiology
| 2023
von
Sun, Y.
|
He, Z.
|
Ren, J.
| +1
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10
A machine learning-based prediction model for in-hospital mortality among critically ill patients with hip fracture : An internal and external validated study
enthalten in:
Injury
| 2023
von
Lei, M.
|
Han, Z.
|
Wang, S.
| +4
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Erscheinungsjahr: 2020-2029
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Thema: Machine learning
Medienart
48
Aufsätze
48
E-Artikel
48
E-Ressourcen
Zeitschriftentitel
14
BMC medical informatics and decision making
5
BMC Medical Informatics and Decision Making
3
BMC infectious diseases
3
European journal of medical research
3
European radiology
2
Acta neurochirurgica
1
American journal of surgery
1
Asian journal of surgery
1
BMC Infectious Diseases
1
BMC anesthesiology
1
BioData Mining
1
BioData mining
1
Cardiovascular digital health journal
1
Computers in biology and medicine
1
ESC Heart Failure
1
ESC heart failure
1
European Journal of Medical Research
1
European heart journal. Quality of care & clini...
1
Heliyon
1
Informatics in Medicine Unlocked
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Thema
Machine learning
29
In-hospital mortality
21
Journal Article
11
Intensive care unit
10
Sepsis
8
Hospital mortality
8
Prediction model
7
Artificial intelligence
7
Coronavirus
6
Computer applications to medicine. Medical info...
5
COVID-19
5
MIMIC-IV database
5
Research Support, Non-U.S. Gov't
4
Chronic kidney disease
4
Clinical decision support systems
4
Coronary artery disease
4
Explainable artificial intelligence
4
No-reflow
4
Pediatric intensive care units
4
Prediction hospital mortality
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Erscheinungszeitraum
2020-
2
2024
17
2023
16
2022
5
2021
8
2020
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48
Englisch
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