Artificial neural networks improve early outcome prediction and risk classification in out-of-hospital cardiac arrest patients admitted to intensive care

被引：0
作者：
Jesper Johnsson
Ola Björnsson
Peder Andersson
Andreas Jakobsson
Tobias Cronberg
Gisela Lilja
Hans Friberg
Christian Hassager
Jesper Kjaergard
Matt Wise
Niklas Nielsen
Attila Frigyesi
机构：
[1] Lund University,Department of Clinical Sciences Lund, Anesthesia & Intensive Care, Helsingborg Hospital
[2] Helsingborg Hospital,Department of Anaesthesiology and Intensive Care
[3] Lund University,Centre for Mathematical Sciences, Mathematical Statistics
[4] Lund University,Department of Energy Sciences, Faculty of Engineering
[5] Lund University,Department of Clinical Sciences Lund, Anesthesia & Intensive Care, Skåne University Hospital
[6] Lund University,Department of Clinical Sciences Lund, Neurology, Skåne University Hospital
[7] Lund University,Department of Clinical Sciences Lund, Intensive and Perioperative Care, Skåne University Hospital
[8] University of Copenhagen,Department of Cardiology, The Heart Centre, Rigshospitalet University Hospital and Department of Clinical Medicine
[9] University Hospital of Wales,Department of Critical Care
来源：
Critical Care | / 24卷
关键词：
Machine learning; Artificial intelligence; Artificial neural networks; Out-of-hospital cardiac arrest; Cerebral performance category; Critical care; Intensive care; Prediction; Prognostication;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Body mass index and outcome of out-of-hospital cardiac arrest patients not treated by targeted temperature management
    Galatianou, Ioanna
    Karlis, George
    Apostolopoulos, Aristotelis
    Intas, Georgios
    Chalari, Eleftheria
    Gulati, Anil
    Iacovidou, Nicoletta
    Chalkias, Athanasios
    Xanthos, Theodoros
    AMERICAN JOURNAL OF EMERGENCY MEDICINE, 2017, 35 (09) : 1247 - 1251
  • [42] Haemodynamic variables and functional outcome in hypothermic patients following out-of-hospital cardiac arrest
    Torgersen, Christian
    Meichtry, Jurka
    Schmittinger, Christian A.
    Bloechlinger, Stefan
    Jakob, Stephan M.
    Takala, Jukka
    Duenser, Martin W.
    RESUSCITATION, 2013, 84 (06) : 798 - 804
  • [43] Prediction of outcome after out-of-hospital cardiac arrest already on hospital admission-not reliable enough to be true!
    Sunde, Kjetil
    Andersen, Geir Oystein
    EUROPEAN HEART JOURNAL, 2016, 37 (42) : 3229 - 3231
  • [44] Enhanced prediction of defibrillation success in out-of-hospital cardiac arrest using nonlinear ECG features and probabilistic neural network classification
    Hamed Shamsi
    Alireza Golkarieh
    Houman Nouri
    Amirhosein Dolatabadi
    Signal, Image and Video Processing, 2025, 19 (8)
  • [45] Severe metabolic acidosis after out-of-hospital cardiac arrest: risk factors and association with outcome
    Matthieu Jamme
    Omar Ben Hadj Salem
    Lucie Guillemet
    Pierre Dupland
    Wulfran Bougouin
    Julien Charpentier
    Jean-Paul Mira
    Frédéric Pène
    Florence Dumas
    Alain Cariou
    Guillaume Geri
    Annals of Intensive Care, 8
  • [46] Comparison of sedation using propofol vs. midazolam in patients admitted to the intensive care unit after extracorporeal cardiopulmonary resuscitation for out-of-hospital cardiac arrest: a multicentre observational study
    Shibahashi, Keita
    Hifumi, Toru
    Sugiyama, Kazuhiro
    Inoue, Akihiko
    Sakamoto, Tetsuya
    Yasuhiro, Kuroda
    SAVE J II Study Grp
    EUROPEAN HEART JOURNAL-ACUTE CARDIOVASCULAR CARE, 2023, 12 (04) : 246 - 256
  • [47] Association between early lactate-related variables and 6-month neurological outcome in out-of-hospital cardiac arrest patients
    Choi, Se Young
    Oh, Sang Hoon
    Park, Kyu Nam
    Youn, Chun Song
    Kim, Han Joon
    Park, Sang Hyun
    Lim, Jee Yong
    Kim, Hyo Joon
    Bang, Hyo Jin
    AMERICAN JOURNAL OF EMERGENCY MEDICINE, 2024, 78 : 62 - 68
  • [48] Is hospital care of major importance for outcome after out-of-hospital cardiac arrest?: Experience acquired from patients with out-of-hospital cardiac arrest resuscitated by the same Emergency Medical Service and admitted to one of two hospitals over a 16-year period in the municipality of Goteborg
    Engdahl, J
    Abrahamsson, P
    Bång, A
    Lindqvist, J
    Karlsson, T
    Herlitz, J
    RESUSCITATION, 2000, 43 (03) : 201 - 211
  • [49] Hospital characteristics and favourable neurological outcome among patients with out-of-hospital cardiac arrest in Osaka, Japan
    Matsuyama, Tasuku
    Kiyohara, Kosuke
    Kitamura, Tetsuhisa
    Nishiyama, Chika
    Nishiuchi, Tatsuya
    Hayashi, Yasuyuki
    Kawamura, Takashi
    Ohta, Bon
    Iwami, Taku
    RESUSCITATION, 2017, 110 : 146 - 153
  • [50] Therapeutic hypothermia after out-of-hospital cardiac arrest in Finnish intensive care units: the FINNRESUSCI study
    Vaahersalo, Jukka
    Hiltunen, Pamela
    Tiainen, Marjaana
    Oksanen, Tuomas
    Kaukonen, Kirsi-Maija
    Kurola, Jouni
    Ruokonen, Esko
    Tenhunen, Jyrki
    Ala-Kokko, Tero
    Lund, Vesa
    Reinikainen, Matti
    Kiviniemi, Outi
    Silfvast, Tom
    Kuisma, Markku
    Varpula, Tero
    Pettila, Ville
    INTENSIVE CARE MEDICINE, 2013, 39 (05) : 826 - 837
12345