High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images

Authors

Yiru Niu
Ruiqi Zhong (ORCID: https://orcid.org/0000-0002-3153-4027)
Xiaowen Wang (ORCID: https://orcid.org/0009-0004-0801-8982)
Dingrong Zhong (ORCID: https://orcid.org/0000-0002-6229-1830)
Ziyi Chang
Na Zhao (ORCID: https://orcid.org/0000-0002-2940-4071)
Peng Su (ORCID: https://orcid.org/0000-0003-4811-4288)
Chen Huang (ORCID: https://orcid.org/0000-0002-7092-7587)
Lifang Cui
Bei Wang (ORCID: https://orcid.org/0000-0002-0595-8053)
Zhihui Wang (ORCID: https://orcid.org/0000-0001-6262-700X)
Baolin Du
Fei Ren (ORCID: https://orcid.org/0000-0002-3186-3170)
Lingyu Zhao (ORCID: https://orcid.org/0009-0002-7698-781X)
Xiangbing Kong

Institutions

Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
China-Japan Friendship Hospital (CN)
Peking Union Medical College Hospital (CN)
Institute of Computing Technology (CN)
University Hospital of Oran (DZ)
Chongqing University of Technology (CN)

Publication Details

Journal: Diagnostic Pathology
Published: 2025-06-02
DOI: https://doi.org/10.1186/s13000-025-01663-w
Citations: 2
Primary Topic: AI in cancer detection
Type: article
Field-Weighted Citation Impact: 4.96

Funders

National Natural Science Foundation of China
Centre Scientifique et Technique du Bâtiment
China-Japan Friendship Hospital

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images

Yiru Niu, Ruiqi Zhong, Xiaowen Wang, Dingrong Zhong et al.

Jun 2, 2025

2 citations

Diagnostic Pathology

AI in cancer detection

4.96

article

High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images

Yiru Niu, Ruiqi Zhong, Xiaowen Wang, Dingrong Zhong, Ziyi Chang, Na Zhao, Peng Su, Chen Huang, Lifang Cui, Bei Wang, Zhihui Wang, Baolin Du, Fei Ren, Lingyu Zhao, Xiangbing Kong

June 2, 2025article en

2 citations

Abstract

No abstract available for this paper.

Diagnostic PathologyVol. 20(1)

Chinese Academy of Medical Sciences & Peking Union Medical College (CN), China-Japan Friendship Hospital (CN), Peking Union Medical College Hospital (CN), Institute of Computing Technology (CN), University Hospital of Oran (DZ), Chongqing University of Technology (CN)

National Natural Science Foundation of China, Centre Scientifique et Technique du Bâtiment, China-Japan Friendship Hospital

Openalex Percentile: Top 5%

AI in cancer detection

4.96

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images — Yiru Niu, Ruiqi Zhong, et al. · Diagnostic Pathology (2025) | TGRS Research Map | TGRS