Deep Learning-Based Drug Compounds Discovery for Gynecomastia.

Yeheng Lu, Byeong Seop Kim, Junhao Zeng, Zhiwei Chen, Mengyu Zhu, Yuxi Tang, Yuyan Pan

Abstract read

In one paragraph

Article in Biomedicines, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it

0cells of the map it votes in

1citing 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

1 citing paper in PubMed.

Mechanistic Topology of Notopterygium incisum Essential Oil against Rheumatoid Arthritis: Machine Learning-Guided CASP1 Screening and Nanoemulsion Evaluation.Chinese journal of integrative medicine · 2026
Article

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.

Yeheng LuDepartment of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.

Byeong Seop KimDepartment of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai 200011, China.ORCID 0009-0000-5895-6839

Junhao ZengDepartment of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.

Zhiwei ChenBig Data and Artificial Intelligence Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China.ORCID 0000-0002-3414-7057

Mengyu ZhuSchool of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.

Yuxi TangDepartment of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai 200011, China.

Yuyan PanDepartment of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.

Funding

National Nature Science Foundation of China 82102333

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deep learning (DL)DeepPurposedrug–target interactions (DTIs)drug therapygynecomastia

Identifiers

PMID40002676

DOI10.3390/biomedicines13020262

PMCPMC11852009

What OpenQuestion holds

Textmetadata

LicenceCC BY

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.