Machine-learned selection of psychological questionnaire items relevant to the development of persistent pain after breast cancer surgery

J. Lötsch, R. Sipilä, Rozita Dimova, E. Kalso

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalBritish Journal of Anaesthesia
Volume121
Issue number5
Pages (from-to)1123-1132
Number of pages10
ISSN0007-0912
DOIs
Publication statusPublished - Nov 2018
MoE publication typeA1 Journal article-refereed

Fields of Science

  • persisting pain
  • psychological questionnaires
  • breast cancer
  • patients
  • machine-learning
  • data science
  • FEAR-AVOIDANCE MODEL
  • CHRONIC MUSCULOSKELETAL PAIN
  • ACUTE POSTOPERATIVE PAIN
  • PROSPECTIVE COHORT
  • SENSITIVITY
  • PREDICTION
  • ANXIETY
  • SCALE
  • VALIDATION
  • INVENTORY
  • 3126 Surgery, anesthesiology, intensive care, radiology

Cite this

@article{12bea908c7f14e48b9d50bee01028cad,
title = "Machine-learned selection of psychological questionnaire items relevant to the development of persistent pain after breast cancer surgery",
keywords = "persisting pain, psychological questionnaires, breast cancer, patients, machine-learning, data science, FEAR-AVOIDANCE MODEL, CHRONIC MUSCULOSKELETAL PAIN, ACUTE POSTOPERATIVE PAIN, PROSPECTIVE COHORT, SENSITIVITY, PREDICTION, ANXIETY, SCALE, VALIDATION, INVENTORY, 3126 Surgery, anesthesiology, intensive care, radiology",
author = "J. L{\"o}tsch and R. Sipil{\"a} and Rozita Dimova and E. Kalso",
year = "2018",
month = "11",
doi = "10.1016/j.bja.2018.06.007",
language = "English",
volume = "121",
pages = "1123--1132",
journal = "British Journal of Anaesthesia",
issn = "0007-0912",
publisher = "ELSEVIER SCI IRELAND LTD",
number = "5",

}

Machine-learned selection of psychological questionnaire items relevant to the development of persistent pain after breast cancer surgery. / Lötsch, J.; Sipilä, R.; Dimova, Rozita; Kalso, E.

In: British Journal of Anaesthesia, Vol. 121, No. 5, 11.2018, p. 1123-1132.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Machine-learned selection of psychological questionnaire items relevant to the development of persistent pain after breast cancer surgery

AU - Lötsch, J.

AU - Sipilä, R.

AU - Dimova, Rozita

AU - Kalso, E.

PY - 2018/11

Y1 - 2018/11

KW - persisting pain

KW - psychological questionnaires

KW - breast cancer

KW - patients

KW - machine-learning

KW - data science

KW - FEAR-AVOIDANCE MODEL

KW - CHRONIC MUSCULOSKELETAL PAIN

KW - ACUTE POSTOPERATIVE PAIN

KW - PROSPECTIVE COHORT

KW - SENSITIVITY

KW - PREDICTION

KW - ANXIETY

KW - SCALE

KW - VALIDATION

KW - INVENTORY

KW - 3126 Surgery, anesthesiology, intensive care, radiology

U2 - 10.1016/j.bja.2018.06.007

DO - 10.1016/j.bja.2018.06.007

M3 - Article

VL - 121

SP - 1123

EP - 1132

JO - British Journal of Anaesthesia

JF - British Journal of Anaesthesia

SN - 0007-0912

IS - 5

ER -