Evidence map›Paper›PMID 32232040›Full record

ArticleFrontiers in bioengineering and biotechnology2020

Development, Validation and Comparison of Artificial Neural Network Models and Logistic Regression Models Predicting Survival of Unresectable Pancreatic Cancer.

Zhou Tong, Yu Liu, Hongtao Ma, Jindi Zhang, Bo Lin, Xuanwen Bao, Xiaoting Xu, Changhao Gu, Yi Zheng, Lulu Liu and 3 more

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Article
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  16. Supervised Methods for Biomarker Detection from Microarray Experiments.Methods in molecular biology (Clifton, N.J.) · 2022
    Article
  17. Article
  18. Review
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

13 authors.

Zhou TongDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Yu LiuDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Hongtao MaCollege of Computer Science and Technology, Zhejiang University, Hangzhou, China.
Jindi ZhangCollege of Computer Science and Technology, Zhejiang University, Hangzhou, China.
Bo LinCollege of Computer Science and Technology, Zhejiang University, Hangzhou, China.
Xuanwen BaoTechnical University Munich (TUM), Munich, Germany.
Xiaoting XuDepartment of Medical Oncology, Tai He People's Hospital, Fuyang, China.
Changhao GuInternal Medicine, Cangnan Traditional Chinese Medicine Hospital, Wenzhou, China.
Yi ZhengDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Lulu LiuDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Weijia FangDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Shuiguang DengCollege of Computer Science and Technology, Zhejiang University, Hangzhou, China.
Peng ZhaoDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial neural networklogistic regressionprognosissurvivalunresectable pancreatic cancer

Identifiers

PMID32232040
PMCPMC7082923

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.