Literature DB >> 29641217

Overfitting and Use of Mismatched Cohorts in Deep Learning Models: Preventable Design Limitations.

Srinivas R Mummadi1, Akrum Al-Zubaidi2, Peter Y Hahn1.   

Abstract

Mesh：

Year:  2018        PMID： 29641217     DOI： 10.1164/rccm.201802-0350LE

Source DB:  PubMed          Journal:  Am J Respir Crit Care Med        ISSN： 1073-449X            Impact factor:   21.405


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  3 in total

Review 1.  Artificial intelligence for assisting cancer diagnosis and treatment in the era of precision medicine.

Authors:  Zi-Hang Chen; Li Lin; Chen-Fei Wu; Chao-Feng Li; Rui-Hua Xu; Ying Sun
Journal:  Cancer Commun (Lond)       Date:  2021-10-06

2.  Extracting Possibly Representative COVID-19 Biomarkers from X-ray Images with Deep Learning Approach and Image Data Related to Pulmonary Diseases.

Authors:  Ioannis D Apostolopoulos; Sokratis I Aznaouridis; Mpesiana A Tzani
Journal:  J Med Biol Eng       Date:  2020-05-14       Impact factor: 1.553

3.  Development and validation of a gradient boosting machine to predict prognosis after liver resection for intrahepatic cholangiocarcinoma.

Authors:  Gu-Wei Ji; Chen-Yu Jiao; Zheng-Gang Xu; Xiang-Cheng Li; Ke Wang; Xue-Hao Wang
Journal:  BMC Cancer       Date:  2022-03-11       Impact factor: 4.430
  3 in total

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