A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2023.3246961
Abstract: Parkinson's disease is a common mental disease in the world, especially in the middle-aged and elderly groups. Today, clinical diagnosis is the main diagnostic method of Parkinson's disease, but the diagnosis results are not ideal,… read more here.
Keywords: diagnosis; auxiliary diagnosis; algorithm; method ... See more keywords
Auxiliary Diagnosis of Lung Cancer with Magnetic Resonance Imaging Data under Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/1994082
Abstract: This study was aimed at two image segmentation methods of three-dimensional (3D) U-shaped network (U-Net) and multilevel boundary sensing residual U-shaped network (RUNet) and their application values on the auxiliary diagnosis of lung cancer. In… read more here.
Keywords: lung cancer; auxiliary diagnosis; lung; lung tumors ... See more keywords
A COVID-19 Auxiliary Diagnosis Based on Federated Learning and Blockchain
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/7078764
Abstract: Due to the high transmission rate and high pathogenicity of the novel coronavirus (COVID-19), there is an urgent need for the diagnosis and treatment of outbreaks around the world. In order to diagnose quickly and… read more here.
Keywords: learning blockchain; diagnosis; federated learning; auxiliary diagnosis ... See more keywords
Combined application of multiple biomarkers for early auxiliary diagnosis of silicosis
Sign Up to like & getrecommendations! Published in 2023 at "Toxicology and Industrial Health"
DOI: 10.1177/07482337231154636
Abstract: Silicosis is an important industrial health problem for those workers exposed to silica. The present study aimed to investigate the sensitivity and specificity of combined detection of biomarkers in early auxiliary diagnosis of silicosis, the… read more here.
Keywords: biomarkers early; early auxiliary; auxiliary diagnosis; silicosis ... See more keywords
Small sample-based disease diagnosis model acquisition in medical human-centered computing
Sign Up to like & getrecommendations! Published in 2019 at "EURASIP Journal on Wireless Communications and Networking"
DOI: 10.1186/s13638-019-1541-y
Abstract: With the development of wireless communications and networks, HCC (human-centred computing) has attracted considerable attention in recent years throughout the medical field. HCC can provide an effective integration of various medical auxiliary diagnosis models using… read more here.
Keywords: diagnosis; model acquisition; auxiliary diagnosis; model ... See more keywords
Corrigendum: Gut Microbiota as an Objective Measurement for Auxiliary Diagnosis of Insomnia Disorder
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Microbiology"
DOI: 10.3389/fmicb.2020.00510
Abstract: [This corrects the article on p. 1770 in vol. 10, PMID: 31456757.]. read more here.
Keywords: objective measurement; microbiota objective; auxiliary diagnosis; measurement auxiliary ... See more keywords