Evidence map›Paper›PMID 40310358›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Deep Learning Approaches to Forecast Physical and Mental Deterioration During Chemotherapy in Patients with Cancer.

Joseph Finkelstein, Aref Smiley, Christina Echeverria, Kathi Mooney

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

4 authors.

Joseph FinkelsteinDepartment of Biomedical Informatics, The University of Utah, Salt Lake City, UT 84108, USA.ORCID 0000-0002-8084-7441
Aref SmileyDepartment of Biomedical Informatics, The University of Utah, Salt Lake City, UT 84108, USA.ORCID 0000-0002-1077-2229
Christina EcheverriaCollege of Nursing, The University of Utah, Salt Lake City, UT 84108, USA.
Kathi MooneyCollege of Nursing, The University of Utah, Salt Lake City, UT 84108, USA.

Funding

Telephone Linked Care: An IT Enabled Integrated System for Cancer Symptom ReliefR01CA120558 · NCI · UNIVERSITY OF UTAH · PI MOONEY, KATHLEEN H · 2007 to 2012
$5.2M
NIH HHS R01 CA120558
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AIAI-driven symptom monitoringchemotherapy symptom predictionCNNdigital healthGRU modelsLSTMoncology symptom management

Identifiers

PMID40310358
PMCPMC12025769

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.