Evidence map›Paper›PMID 41550957›Full record

ArticleProceedings of the World Congress on Electrical Engineering and Computer Systems and Science2025

Smart Home Technologies for Monitoring Cancer Symptoms and Enhancing Palliative Care.

Roschelle Fritz, Alex Fauer, Diane J Cook

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Roschelle FritzUniversity of California at Davis, Davis, CA, USA.
Alex FauerUniversity of California at Davis, Davis, CA, USA.
Diane J CookWashington State University, Pullman, WA, USA.

Funding

UC Davis Paul Calabresi K12 Clinical Oncology Research Career Development ProgramK12CA138464 · NCI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BIRKELAND, ANDREW CHARLES, LARA, PRIMO N. · 2011 to 2025
$11.4M
A clinician-in-the-loop smart home to support health monitoring and intervention for chronic conditions: Supplement to focus on Alzheimer's and/or other dementiasR01NR016732 · NINR · WASHINGTON STATE UNIVERSITY · PI Diane Joyce Cook, Roschelle Fritz · 2017 to 2026
$3.5M
NCI NIH HHS K12 CA138464NINR NIH HHS R01 NR016732
6 · The paper itself

Abstract

Cancer rates are rising, and more people are living longer with chronic disease qualifying them for palliative care services. Health innovations are needed to support palliative teams. Smart homes show promise, but their use has not been explored in palliative care. This case series study with n=3 participants used historic sensor data to explore continuous digital behavior markers in older adults receiving cancer treatment and experiencing disease or treatment related symptoms. We show that smart homes can recognize digital behavior markers related to daily activities and suggest that limitations are addressable in future work.

Indexed as

behaviour visualizationpalliative caresmart home

Identifiers

PMID41550957
PMCPMC12803874

What OpenQuestion holds

Textmetadata
LicenceTDM
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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.