Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy

Joern Loetsch, Reetta Sipilä, Tiina Tasmuth, Dario Kringel, Ann-Mari Estlander, Tuomo Meretoja, Eija Kalso, Alfred Ultsch

Tutkimustuotos: ArtikkelijulkaisuArtikkeliTieteellinenvertaisarvioitu

Alkuperäiskielienglanti
LehtiBreast Cancer Research and Treatment
Vuosikerta171
Numero2
Sivut399-411
Sivumäärä13
ISSN0167-6806
DOI - pysyväislinkit
TilaJulkaistu - syyskuuta 2018
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä, vertaisarvioitu

Tieteenalat

  • 3122 Syöpätaudit
  • 3126 Kirurgia, anestesiologia, tehohoito, radiologia

Lainaa tätä

@article{d73977eba74d4f3d95a01fc41065ddfe,
title = "Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy",
keywords = "Pain, Bioinformatics, Data science, Chronification, CLINICAL-PRACTICE GUIDELINE, FEAR-AVOIDANCE MODEL, POSTOPERATIVE-PAIN, RISK-FACTORS, PSYCHOLOGICAL-FACTORS, AMERICAN-SOCIETY, ASSOCIATION, MECHANISMS, OBESITY, INFLAMMATION, 3122 Cancers, 3126 Surgery, anesthesiology, intensive care, radiology",
author = "Joern Loetsch and Reetta Sipil{\"a} and Tiina Tasmuth and Dario Kringel and Ann-Mari Estlander and Tuomo Meretoja and Eija Kalso and Alfred Ultsch",
year = "2018",
month = "9",
doi = "10.1007/s10549-018-4841-8",
language = "English",
volume = "171",
pages = "399--411",
journal = "Breast Cancer Research and Treatment",
issn = "0167-6806",
publisher = "Springer",
number = "2",

}

Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy. / Loetsch, Joern; Sipilä, Reetta; Tasmuth, Tiina; Kringel, Dario; Estlander, Ann-Mari; Meretoja, Tuomo; Kalso, Eija; Ultsch, Alfred.

julkaisussa: Breast Cancer Research and Treatment, Vuosikerta 171, Nro 2, 09.2018, s. 399-411.

Tutkimustuotos: ArtikkelijulkaisuArtikkeliTieteellinenvertaisarvioitu

TY - JOUR

T1 - Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy

AU - Loetsch, Joern

AU - Sipilä, Reetta

AU - Tasmuth, Tiina

AU - Kringel, Dario

AU - Estlander, Ann-Mari

AU - Meretoja, Tuomo

AU - Kalso, Eija

AU - Ultsch, Alfred

PY - 2018/9

Y1 - 2018/9

KW - Pain

KW - Bioinformatics

KW - Data science

KW - Chronification

KW - CLINICAL-PRACTICE GUIDELINE

KW - FEAR-AVOIDANCE MODEL

KW - POSTOPERATIVE-PAIN

KW - RISK-FACTORS

KW - PSYCHOLOGICAL-FACTORS

KW - AMERICAN-SOCIETY

KW - ASSOCIATION

KW - MECHANISMS

KW - OBESITY

KW - INFLAMMATION

KW - 3122 Cancers

KW - 3126 Surgery, anesthesiology, intensive care, radiology

U2 - 10.1007/s10549-018-4841-8

DO - 10.1007/s10549-018-4841-8

M3 - Article

VL - 171

SP - 399

EP - 411

JO - Breast Cancer Research and Treatment

JF - Breast Cancer Research and Treatment

SN - 0167-6806

IS - 2

ER -