1
Return

Machine Learning Based Prediction of Hospital Mortality in Post-Cardiotomy Cardiogenic Shock with Mechanical Support

delete2026-06-13
delete0
delete
OA
AI
A
Ahmad Mahajna *
M
Michal Kawczynski
S
Silvia Mariani
B
Bas C T van Bussel
M
Maria Elena De Piero
G
Gaik Narsesian
G
Gil Bolotin
G
Graeme MacLaren
J
Joseph E Tonna
E
Edward Soltesz
G
Giles Peek
D
Daniel Brodie
C
Christian Bermudez
J
Jonathan Haft
H
Hiroo Takayama
M
Milan Milojevic
D
Daniel Goldstein
D
Daniel Engelman
K
Koji Takeda
D
Daniel Zimpfer
D
Dominik Wiedemann
J
Jae-Seung Jung
Y
Yoan Lamarche
V
Vivek Rao
G
Gloria Faerber
B
Bart Meyns
U
Udo Boeken
E
Evgenij Potapov
S
Scott Silvestry
L
Louis Stein
G
Glenn Whitman
R
Rakesh Arora
R
Roberto Lorusso
DOI:10.1093/eschf/xvag145delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
To develop and evaluate machine learning–based models for predicting in-hospital mortality in post-cardiotomy cardiogenic shock patients supported with extracorporeal life support, aiming to improve prognostication and optimize clinical decision-making.

Journal

ESC Heart Failure cover
ESC Heart Failure
IF:
3.7
Papers:
3.3K
Citations:
9.1K

Organization

D
dedinje cardiovascular institute
Scholars:
9
Papers: 9
Citations: 0
B
Baystate Medical Center
Scholars:
1.1K
Papers: 889
Citations: 603
C
columbia university medical center
Scholars:
100
Papers: 43
Citations: 1
M
montréal heart institute
Scholars:
84
Papers: 22
Citations: 0
N
National University Hospital
Scholars:
128
Papers: 67
Citations: 4.4K
J
johns hopkins university school of medicine
Scholars:
534
Papers: 160
Citations: 0
M
Montefiore Medical Center
Scholars:
1.9W
Papers: 1.3W
Citations: 5.8K
M
maastricht university medical centre
Scholars:
209
Papers: 88
Citations: 0
M
Medical University of Vienna
Scholars:
3.6W
Papers: 2.5W
Citations: 3.1W
H
hospital of the university of pennsylvania
Scholars:
34
Papers: 18
Citations: 0
U
university hospitals leuven
Scholars:
873
Papers: 418
Citations: 3
U
university of florida
Scholars:
5.0K
Papers: 2.3K
Citations: 1
U
university of utah health
Scholars:
44
Papers: 24
Citations: 0
Deutsches Herzzentrum der Charité cover
Deutsches Herzzentrum der Charité
Scholars:
186
Papers: 69
Citations: 1.1K
R
rambam medical center
Scholars:
33
Papers: 18
Citations: 0
U
university hospitals
Scholars:
71
Papers: 57
Citations: 0
T
Toronto General Hospital
Scholars:
2.3K
Papers: 1.8K
Citations: 5.1K
M
maastricht university
Scholars:
3.3K
Papers: 1.3K
Citations: 1
J
Johns Hopkins School of Medicine
Scholars:
511
Papers: 242
Citations: 0
N
Newark Beth Israel Medical Center
Scholars:
525
Papers: 283
Citations: 76
U
university of arizona college of medicine
Scholars:
25
Papers: 14
Citations: 0
U
university hospital wurzburg
Scholars:
136
Papers: 50
Citations: 0
U
University of Michigan Health
Scholars:
16
Papers: 10
Citations: 1
U
university hospital düsseldorf
Scholars:
104
Papers: 32
Citations: 0
A
Asan Medical Center
Scholars:
7.7K
Papers: 6.3K
Citations: 8.9K
C
cleveland clinic
Scholars:
1.5K
Papers: 586
Citations: 0
Cited Papers

Cited Papers

Citing Papers

Citing Papers