Evidence map›Paper›PMID 42355455›Full record

ArticleLife (Basel, Switzerland)2026

AIM: An Advanced Hybrid Inference Model Combining Clinical Rules and Lifelog-Based Learning for Health Risk Prediction.

Junbeom Lee, Seyeon Kim, Nam-Hyeok Kim, Han-Gyeol Kim, Sinwoo Kim, Sungju Lee, Sungwook Yu, Jae-Min Park, Ji-Won Lee, Taikyeong Jeong

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Life (Basel, Switzerland), 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

10 authors.

Junbeom LeeSchool of Artificial Intelligence Convergence, Hallym University, Chuncheon 24252, Republic of Korea.
Seyeon KimSchool of Artificial Intelligence Convergence, Hallym University, Chuncheon 24252, Republic of Korea.
Nam-Hyeok KimSchool of Artificial Intelligence Convergence, Hallym University, Chuncheon 24252, Republic of Korea.
Han-Gyeol KimSchool of Artificial Intelligence Convergence, Hallym University, Chuncheon 24252, Republic of Korea.
Sinwoo KimSchool of Artificial Intelligence Convergence, Hallym University, Chuncheon 24252, Republic of Korea.
Sungju LeeDepartment of Software Engineering, Sangmyung University, Cheonan 31066, Republic of Korea.
Sungwook YuSchool of Electrical and Electronics Engineering, Chung-Ang University, Seoul 06974, Republic of Korea.
Jae-Min ParkDepartment of Family Medicine, Uijeongbu Eulji Medical Center, Eulji University, Uijeongbu 11759, Republic of Korea.
Ji-Won LeeDepartment of Family Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea.
Taikyeong JeongSchool of Artificial Intelligence Convergence, Hallym University, Chuncheon 24252, Republic of Korea.

Funding

Hallym University 202601-007
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

lifelog datalong-term and short-term factsmetabolic syndromerandom forestrisk assessmentrule-based expert systemsymbolic reasoning

Identifiers

PMID42355455
PMCPMC13302408

What OpenQuestion holds

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LicenceCC BY
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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.