Evidence map›Paper›PMID 36900387›Full record

ReviewCancers2023

Applications of Machine Learning in Palliative Care: A Systematic Review.

Erwin Vu, Nina Steinmann, Christina Schröder, Robert Förster, Daniel M Aebersold, Steffen Eychmüller, Nikola Cihoric, Caroline Hertler, Paul Windisch, Daniel R Zwahlen

Full text readReview
In one paragraph

Review in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
  5. Palliative care and social practice · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Review
  12. Review
  13. Article
  14. Observational
  15. Adherence to oral anticancer treatments: network and sentiment analysis exploring perceived internal and external determinants in patients with metastatic breast cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024
    Observational
  16. Applying Machine Learning Techniques to Implementation Science.Online journal of public health informatics · 2024
    Article
  17. Article
  18. Review
  19. Ethical Implications of Chatbot Utilization in Nephrology.Journal of personalized medicine · 2023
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Erwin VuDepartment of Radiation Oncology, Kantonsspital St. Gallen, 9007 St. Gallen, Switzerland.ORCID 0000-0002-3298-517X
Nina SteinmannDepartment of Radiation Oncology, Kantonsspital Winterthur, Brauerstrasse 15, Haus R, 8400 Winterthur, Switzerland.ORCID 0000-0003-1069-896X
Christina SchröderDepartment of Radiation Oncology, Kantonsspital Winterthur, Brauerstrasse 15, Haus R, 8400 Winterthur, Switzerland.ORCID 0000-0002-4168-2795
Robert FörsterDepartment of Radiation Oncology, Kantonsspital Winterthur, Brauerstrasse 15, Haus R, 8400 Winterthur, Switzerland.ORCID 0000-0002-7664-9207
Daniel M AebersoldDepartment of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, 3012 Bern, Switzerland.ORCID 0000-0002-9493-3834
Steffen EychmüllerDepartment of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, 3012 Bern, Switzerland.
Nikola CihoricDepartment of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, 3012 Bern, Switzerland.
Caroline HertlerCompetence Center for Palliative Care, Department of Radiation Oncology, University Hospital Zurich, 8091 Zurich, Switzerland.ORCID 0000-0001-6181-2895
Paul WindischDepartment of Radiation Oncology, Kantonsspital Winterthur, Brauerstrasse 15, Haus R, 8400 Winterthur, Switzerland.ORCID 0000-0003-1040-4888
Daniel R ZwahlenDepartment of Radiation Oncology, Kantonsspital Winterthur, Brauerstrasse 15, Haus R, 8400 Winterthur, Switzerland.ORCID 0000-0003-4359-7735

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencedata annotationdeep learningmachine learningmortality predictionnatural language processingpalliative careresponse prediction

Identifiers

PMID36900387
PMCPMC10001037

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read5
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.