Evidence map›Paper›PMID 40502241›Full record

ArticleAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science2025

Unraveling Complex Temporal Patterns in EHRs via Robust Irregular Tensor Factorization.

Ren Yifei, Linghui Zeng, Jian Lou, Li Xiong, Joyce C Ho, Xiaoqian Jiang, Sivasubramanium V Bhavani

Abstract read
In one paragraph

Article in AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational 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

7 authors.

Ren YifeiEmory University, Atlanta, GA.
Linghui ZengEmory University, Atlanta, GA.
Jian LouEmory University, Atlanta, GA.
Li XiongEmory University, Atlanta, GA.
Joyce C HoEmory University, Atlanta, GA.
Xiaoqian JiangUniversity of Texas Health Science Center.
Sivasubramanium V BhavaniEmory University, Atlanta, GA.

Funding

Decentralized differentially-private methods for dynamic data release and analysisR01LM013712 · NLM · YALE UNIVERSITY · PI JIANG, XIAOQIAN, OHNO-MACHADO, LUCILA · 2022 to 2025
$2.5M
Sensor Hardware and Intelligent Tools for Assessing the Health Effects of Heat ExposureR01ES033241 · NIEHS · EMORY UNIVERSITY · PI HERTZBERG, VICKI STOVER, XIONG, LI · 2022 to 2025
$2.5M
Robust privacy preserving distributed analysis platform for cancer research: addressing data bias and disparitiesU01CA274576 · NCI · UNIVERSITY OF PENNSYLVANIA · PI JIANG, XIAOQIAN, LONG, QI · 2023 to 2025
$1.2M
Identification of Precision Sepsis Subphenotypes Using Vital Sign TrajectoriesK23GM144867 · NIGMS · EMORY UNIVERSITY · PI BHAVANI, SIVASUBRAMANIUM · 2021 to 2025
$890k
NCI NIH HHS U01 CA274576NIEHS NIH HHS R01 ES033241NIGMS NIH HHS K23 GM144867NLM NIH HHS R01 LM013712
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40502241
PMCPMC12150736

What OpenQuestion holds

Textmetadata
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Registered trials

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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.