Bridging scales: a perspective on macro-to-micro transfer for microscopy foundation models.

Yuanjie Gu, Yiqun Wang, Jun Zhang, Zhi Lu, Biqin Dong

Abstract readLetter

In one paragraph

Article in Npj 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

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

5 authors.

Yuanjie GuCollege of Biomedical Engineering, Yiwu Research Institute, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0003-3099-8724

Yiqun WangCollege of Biomedical Engineering, Yiwu Research Institute, Fudan University, Shanghai, China.ORCID http://orcid.org/0009-0001-3509-7282

Jun ZhangDepartment of Radiology, Huadong Hospital, Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai Institute of Geriatrics and Gerontology, State Key Laboratory of Brain Function and Disorders, Fudan University, Shanghai, China. zhangjun_zj@fudan.edu.cn.

Zhi LuDepartment of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China. luzhi@tsinghua.edu.cn.ORCID http://orcid.org/0000-0003-3739-8756

Biqin DongCollege of Biomedical Engineering, Yiwu Research Institute, Fudan University, Shanghai, China. dongbq@fudan.edu.cn.ORCID http://orcid.org/0000-0003-2283-4498

Funding

Medical Engineering Fund of Fudan University yg2025-key-04National Natural Science Foundation of China 62575154National Natural Science Foundation of China 625B2053Shanghai Pilot Program for Basic Research 22TQ020Young Scientists Fund of Beijing Natural Science Foundation 4254114

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42875453

DOI10.1038/s44303-026-00200-8

PMCPMC13669313

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.