Evidence map›Paper›PMID 42222662›Full record

ArticleProceedings. IEEE International Symposium on Biomedical Imaging2026

OVERVIEW OF THE CXR-LT 2026 CHALLENGE: MULTI-CENTER LONG-TAILED AND ZERO SHOT CHEST X-RAY CLASSIFICATION.

Hexin Dong, Yi Lin, Pengyu Zhou, Xuan Zhong Feng, Alan Clint Legasto, Mingquan Lin, Hao Chen, Yuzhe Yang, George Shih, Yifan Peng

Abstract read
In one paragraph

Article in Proceedings. IEEE International Symposium on Biomedical Imaging, 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

5 · Who and what money

Authors and funding

10 authors.

Hexin DongWeill Cornell Medicine.
Yi LinWeill Cornell Medicine.
Pengyu ZhouPeking Union Medical College.
Xuan Zhong FengWeill Cornell Medicine.
Alan Clint LegastoWeill Cornell Medicine.
Mingquan LinUniversity of Minnesota.
Hao ChenHong Kong University of Science and Technology.
Yuzhe YangUniversity of California, Los Angeles.
George ShihWeill Cornell Medicine.
Yifan PengWeill Cornell Medicine.

Funding

Multimodal AI Fusion Model for Early Detection for Pancreatic CancerR01CA289249 · NCI · MAYO CLINIC ARIZONA · PI Imon Banerjee, Yifan Peng · 2024 to 2026
$2.8M
NCI NIH HHS R01 CA289249
6 · The paper itself

Abstract

Chest X-ray (CXR) interpretation is hindered by the long-tailed distribution of pathologies and the open-world nature of clinical environments. Existing benchmarks often rely on closed-set classes from single institutions, failing to capture the prevalence of rare diseases or the appearance of novel findings. To address this, we present the

Indexed as

Chest X-rayLong-tailed LearningMulti-center BenchmarkZero-shot Generalization

Identifiers

PMID42222662
PMCPMC13220745

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.