Evidence map›Paper›PMID 40655953›Full record

ArticleProceedings. IEEE International Symposium on Biomedical Imaging2025

SegCSR: WEAKLY-SUPERVISED CORTICAL SURFACES RECONSTRUCTION FROM BRAIN RIBBON SEGMENTATIONS.

Hao Zheng, Xiaoyang Chen, Hongming Li, Tingting Chen, Peixian Liang, Yong Fan

Abstract read
In one paragraph

Article in Proceedings. IEEE International Symposium on Biomedical Imaging, 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

5 · Who and what money

Authors and funding

6 authors.

Hao ZhengDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia USA.
Xiaoyang ChenDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia USA.
Hongming LiDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia USA.
Tingting ChenDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia USA.
Peixian LiangDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia USA.
Yong FanDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia USA.

Funding

Personalized Functional Network Modeling to Characterize and Predict Psychopathology in YouthR01EB022573 · NIBIB · UNIVERSITY OF PENNSYLVANIA · PI Yong Fan, Theodore Satterthwaite · 2016 to 2026
$6.0M
The Neuroimaging Brain Chart Software SuiteU24NS130411 · NINDS · UNIVERSITY OF PENNSYLVANIA · PI Christos Davatzikos, Yong Fan · 2023 to 2026
$3.7M
Fast and robust deep learning tools for analysis of neuroimaging data of Alzheimer's diseaseR01AG066650 · NIA · UNIVERSITY OF PENNSYLVANIA · PI FAN, YONG · 2021 to 2025
$3.4M
NIA NIH HHS R01 AG066650NIBIB NIH HHS R01 EB022573NINDS NIH HHS U24 NS130411
6 · The paper itself

Abstract

Deep learning-based cortical surface reconstruction (CSR) methods heavily rely on pseudo ground truth (pGT) generated by conventional CSR pipelines as supervision, leading to dataset-specific challenges and lengthy training data preparation. We propose a new approach, SegCSR, for reconstructing multiple cortical surfaces using

Indexed as

Brain MRIscortical surface reconstructiondeep learningweak supervision

Identifiers

PMID40655953
PMCPMC12243678

What OpenQuestion holds

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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.