Evidence map›Paper›PMID 39109248›Full record

ArticleResearch (Washington, D.C.)2024

Development and External Validation of an Artificial Intelligence-Based Method for Scalable Chest Radiograph Diagnosis: A Multi-Country Cross-Sectional Study.

Zeye Liu, Jing Xu, Chengliang Yin, Guojing Han, Yue Che, Ge Fan, Xiaofei Li, Lixin Xie, Lei Bao, Zimin Peng and 18 more

Abstract read
In one paragraph

Article in Research (Washington, D.C.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Current trends and future directions of artificial intelligence in lung cancer diagnosis.Chinese journal of cancer research = Chung-kuo yen cheng yen chiu · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. 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

28 authors.

Zeye LiuDepartment of Cardiac Surgery, Peking University People's Hospital, Peking University, Xicheng District, Beijing, China.
Jing XuState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences, and Peking Union Medical College, Beijing, China.
Chengliang YinMedical Big Data Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China.
Guojing HanCollege of Pulmonary & Critical Care Medicine, Chinese PLA General Hospital, Beijing, China.
Yue CheCenter for Health Policy Research and Evaluation, Renmin University of China, Beijing, China.
Ge FanLightspeed & Quantum Studios, Tencent Inc., Shenzhen, China.
Xiaofei LiDepartment of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Lixin XieCollege of Pulmonary & Critical Care Medicine, Chinese PLA General Hospital, Beijing, China.
Lei BaoShenzhen Benevolence Medical Sci&Tech Co. Ltd., Shenzhen, China.
Zimin PengShenzhen Benevolence Medical Sci&Tech Co. Ltd., Shenzhen, China.ORCID https://orcid.org/0009-0004-8643-9301
Jinduo WangUniversity of Science and Technology of China, School of Cyber Science and Technology, Hefei 230000, China.
Yan ChenUniversity of Science and Technology of China, School of Cyber Science and Technology, Hefei 230000, China.
Fengwen ZhangDepartment of Structural Heart Disease, National Center for Cardiovascular Disease, China & Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100037, China.
Wenbin OuyangDepartment of Structural Heart Disease, National Center for Cardiovascular Disease, China & Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100037, China.
Shouzheng WangDepartment of Structural Heart Disease, National Center for Cardiovascular Disease, China & Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100037, China.
Junwei GuoDepartment of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Yanqiu MaPeking University Third Hospital, Beijing, China.
Xiangzhi MengDepartment of Thoracic Surgical Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
Taibing FanDepartment of Pediatric Cardiac Surgery, Zhengzhou University Fuwai Central China Cardiovascular Hospital, Zhengzhou, Henan 450000, China.
Aihua ZhiFuwai Yunnan Cardiovascular Hospital, Department of Medical Imaging, Kunming 650000, China.
DawacirenThe Autonomous Region People's Hospital, Xizang, China.
Kang YiDepartment of Cardiovascular Surgery, Gansu Provincial Hospital, Lanzhou, China.
Tao YouDepartment of Cardiovascular Surgery, Gansu Provincial Hospital, Lanzhou, China.
Yuejin YangState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences, and Peking Union Medical College, Beijing, China.
Jue LiuNational Health Commission Key Laboratory of Cardiovascular Regeneration Medicine, Beijing 100037, China.
Yi ShiDepartment of Cardiac Surgery, Peking University People's Hospital, Peking University, Xicheng District, Beijing, China.
Yuan HuangState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences, and Peking Union Medical College, Beijing, China.ORCID https://orcid.org/0000-0002-1420-8932
Xiangbin PanDepartment of Structural Heart Disease, National Center for Cardiovascular Disease, China & Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100037, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID39109248
PMCPMC11301699

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.