CNN – Page 16 – Communicable Diseases Research

An artificial neural network model to predict the mortality of COVID-19 patients using routine blood samples at the time of hospital admission: Development and validation study

입원 시 일상적인 혈액 샘플을 사용하여 COVID-19 환자의 사망률을 예측하는 인공 신경망 모델: 개발 및 검증 연구

Multicenter Study

Published on 2021-07-162022-09-11
Journal: Medicine [Category] SARS, 바이오마커,

[키워드] age and gender ANN applied Artificial neural network AUC Biomarker Blood blood sample Care characteristic classification CNN Convolutional neural network COVID-19 COVID-19 patient COVID-19 patients dataset demographic variable develop development downloaded early stage forest plot Google maps Health Health care help high mortality hospital Hospital admission IMPROVE in-hospital mortality Korean Laboratory Mortality name normalized pandemic parameter Patient patient records patients predict Probability receiver receiver operating characteristic retrieved risk sensitivity shown specificity training data Treatment validation study variable Wuhan Wuhan, China
[DOI] 10.1097/MD.0000000000026532 PMC 바로가기 [Article Type] Multicenter Study

Analysis of DNA Sequence Classification Using CNN and Hybrid Models

CNN 및 하이브리드 모델을 사용한 DNA 서열 분류 분석

Research Article

Published on 2021-07-152022-09-11
Journal: Computational and Mathematical Methods in Medicine [Category] SARS, 치료기술,

[키워드] automatically classification CNN Complete COVID-19 Data analysis deep learning DNA DNA sequence drug design evaluated experimental results explicit feature Features help high accuracy hybrid identification input issue K -mer lAbel lack Metrics Model offer outbreak selection process sequence sequences virus viruses
[DOI] 10.1155/2021/1835056 PMC 바로가기 [Article Type] Research Article

Fuzzy rank-based fusion of CNN models using Gompertz function for screening COVID-19 CT-scans

COVID-19 CT-SCANS 스크리닝을위한 GOMPERTZ 기능을 사용한 CNN 모델의 퍼지 랭크 기반 융합

Article

Published on 2021-07-082022-09-01
Journal: Scientific Reports [Category] 변종, 진단, 치료기술,

Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images

Research article

Published on 2021-07-012022-10-05
Journal: Biomedical Signal Processing and Control [Category] Coronavirus, 치료기술,

Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1

자체 개발 된 오픈 액세스 폐 사운드 데이터베이스에서 호흡 단계 및 우발적 사운드 감지를위한 8 개의 반복 신경 네트워크 변형 벤치마킹 -HF_LUNG_V1

Research Article

Published on 2021-07-012022-09-10
Journal: PLoS ONE [Category] MERS, 변종, 진단,

Framework for Real-Time Detection and Identification of possible patients of COVID-19 at public places

Research article

Published on 2021-07-012022-10-05
Journal: Biomedical Signal Processing and Control [Category] 치료기술,

Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method

일종의 동적 CNN 변형 방법을 이용한 코로나19 흉부 X선 및 CT 영상 분류

Article

Published on 2021-07-012022-09-11
Journal: Computers in biology and medicine [Category] SARS, 치료기술,

COVID-19 pulmonary consolidations detection in chest X-ray using progressive resizing and transfer learning techniques

Research article

Published on 2021-06-052022-10-05
Journal: Heliyon [Category] 치료기술,

A multi-task CNN learning model for taxonomic assignment of human viruses

Software

Published on 2021-06-022022-10-27
Journal: BMC Bioinformatics [Category] COVID-19,

A multi-task CNN learning model for taxonomic assignment of human viruses

Software

Published on 2021-06-022022-10-27
Journal: BMC Bioinformatics [Category] Coronavirus, COVID-19, Fulltext, MERS,