Evidence map›Paper›PMID 34867286›Full record

ArticleFrontiers in aging neuroscience2021

Application of Machine Vision in Classifying Gait Frailty Among Older Adults.

Yixin Liu, Xiaohai He, Renjie Wang, Qizhi Teng, Rui Hu, Linbo Qing, Zhengyong Wang, Xuan He, Biao Yin, Yi Mou and 17 more

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in aging neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.7field-weighted citation impact, top 34% of its field
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

5 citing papers in PubMed, 14 citations in OpenAlex.

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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

27 authors at 4 institutions in 1 country.

Yixin LiuNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Xiaohai HeCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Renjie WangDepartment of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, China.
Qizhi TengCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Rui HuCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Linbo QingCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Zhengyong WangCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Xuan HeCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Biao YinCollege of Electronics and Information Engineering, Sichuan University, Chengdu, China.
Yi MouGeroscience and Chronic Disease Department, The 8th Municipal Hospital for the People, Chengdu, China.
Yanping DuDepartment of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, China.
Xinyi LiMedical Examination Center, Aviation Industry Corporation of China 363 Hospital, Chengdu, China.
Hui WangNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Xiaolei LiuNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Lixing ZhouNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Linghui DengNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Ziqi XuWest China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China.
Chun XiaoNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Meiling GeNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Xuelian SunNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Junshan JiangMedical College, Jiangsu University, Zhenjiang, China.
Jiaoyang ChenPublic Health Department, Chengdu Medical College, Chengdu, China.
Xinyi LinPublic Health Department, Chengdu Medical College, Chengdu, China.
Ling XiaPublic Health Department, Chengdu Medical College, Chengdu, China.
Haoran GongWest China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Haopeng YuWest China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Birong DongNational Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Sichuan University · CNChengdu Medical College · CNAviation Industry Corporation of China (China) · CNJiangsu University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biomarkersfeature extractionfrailtygaitmachine visionpreventative health care

Identifiers

PMID34867286
PMCPMC8637841
OpenAlexW3213566735

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.