Evidence map›Paper›PMID 42117111›Full record

ArticleProceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence2026

Dawei Gao, Angello Huerta Gomez, Mingchen Li, Marcel El-Mokahal, Huaxiao Yang, Yunhe Feng

Abstract read
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In one paragraph

Article in Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence, 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

6 authors.

Dawei GaoUniversity of North Texas, Denton, TX, USA.
Angello Huerta GomezUniversity of North Texas, Denton, TX, USA.
Mingchen LiUniversity of North Texas, Denton, TX, USA.
Marcel El-MokahalUniversity of North Texas, Denton, TX, USA.
Huaxiao YangUniversity of North Texas, Denton, TX, USA.
Yunhe FengUniversity of North Texas, Denton, TX, USA.

Funding

G-RISE at the University of North TexasT32GM136501 · NIGMS · UNIVERSITY OF NORTH TEXAS · PI BURGGREN, WARREN, HUGHES, LEE · 2021 to 2024
$1.8M
Assessing Tyrosine Kinase Inhibitors-induced Cardiotoxicity with an Organoid-AI SystemR56HL174856 · NHLBI · UNIVERSITY OF NORTH TEXAS · PI YANG, HUAXIAO · 2024 to 2024
$547k
NOTCH signaling on the underdeveloped cardiac vascularization of hypoplastic left heart syndrome in the hiPSC-derived vascularized cardiac organoidsR15HD108720 · NICHD · UNIVERSITY OF NORTH TEXAS · PI YANG, HUAXIAO · 2022 to 2022
$438k
NHLBI NIH HHS R56 HL174856NICHD NIH HHS R15 HD108720NIGMS NIH HHS T32 GM136501
6 · The paper itself

Abstract

Accurately forecasting the spatiotemporal dynamics of biological systems, such as human pluripotent stem cell (hPSC)-derived cardiac organoids, from microscopy time-series is a critical challenge in biomedicine with profound implications for drug discovery. Existing generative models often fail to capture the intricate dynamics of organoid development, struggling with their irregular morphology, indistinct boundaries, and complex spatiotemporal patterns. To overcome these limitations, we introduce

Identifiers

PMID42117111
PMCPMC13157970

What OpenQuestion holds

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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.