Evidence map›Paper›PMID 42884658›Full record

ArticleNutrients2026

AI-Assisted Nutrition Estimation and Exercise Support for Integrated Lifestyle Management in Patients with Diabetes.

Muhammad Jamil, Adnan Kavak, Hossein Fotouhi, Md Rashed, Emre Gezer, Alpaslan Burak İnner, Gautam Srivastava

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nutrients, 2026. 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

7 authors.

Muhammad JamilDepartment of Computer Engineering, Kocaeli University, 41001 İzmit, Türkiye.ORCID 0000-0002-0934-1069
Adnan KavakDepartment of Computer Engineering, Kocaeli University, 41001 İzmit, Türkiye.ORCID 0000-0001-5694-8042
Hossein FotouhiDepartment of Computer Science and Engineering, Mälardalen University (MDU), 72123 Västerås, Sweden.ORCID 0000-0001-5590-0784
Md RashedDepartment of Information and Communication Engineering, Pabna University of Science and Technology, Pabna 6600, Bangladesh.ORCID 0009-0003-5503-0450
Emre GezerDepartment of Endocrinology and Metabolism, Faculty of Medicine, Kocaeli University, 41001 İzmit, Türkiye.ORCID 0000-0002-5340-6106
Alpaslan Burak İnnerDepartment of Computer Engineering, Kocaeli University, 41001 İzmit, Türkiye.ORCID 0000-0003-0933-654X
Gautam SrivastavaDepartment of Computer Science and Engineering, Sogang University, Seoul 04107, Republic of Korea.ORCID 0009-0004-9999-868X

Funding

Mälardalen University University directly pays.
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceDiabetes Mellitus, Type 2ExerciseLife StyleNutrition AssessmentDigital HealthHumansTelemedicineAIDCarediabetes self-managementdietary assessmentfood image recognitionmHealthnutrition estimationphysical activity

Identifiers

PMID42884658
PMCPMC13667152

What OpenQuestion holds

Textmetadata
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.