An Improved Long Short-Term Memory Algorithm for Cardiovascular Disease PredictionArticle Published on 2024-01-232024-09-05 Journal: Diagnostics [Category] update2024, [키워드] cardiovascular disease disease prediction model Genetic algorithm Long short-term memory salp swarm algorithm [DOI] 10.3390/diagnostics14030239 PMC 바로가기 [Article Type] Article
Automated classification of urine biomarkers to diagnose pancreatic cancer using 1-D convolutional neural networksarticle Published on 2023-04-172024-09-05 Journal: Journal of Biological Engineering [Category] update2024, [키워드] artificial intelligence Convolutional neural networks Long short-term memory Microfluidics Pancreatic cancer Urine biomarkers [DOI] 10.1186/s13036-023-00340-0 PMC 바로가기 [Article Type] article
PCovNet: A presymptomatic COVID-19 detection framework using deep learning model using wearables dataPCovNet: 웨어러블 데이터를 사용하는 딥 러닝 모델을 사용하는 전증상 COVID-19 감지 프레임워크Article Published on 2022-08-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 바이오마커, 유전자 메커니즘, 진단, 치료기술, [키워드] abnormality Achille Administered Anomaly anomaly detection autoencoder average Chain Reaction circumvent contagious COVID-19 COVID-19 diagnosis COVID-19 infection COVID-19 pandemic dataset deep learning detect Diagnosis diagnostic evaluated feasibility framework healthcare heart heart rate individual Long Long short-term memory management protocol presymptomatic provoke Rate recall resting Resting heart rate Reverse transcription-polymerase chain reaction RT-PCR Secondary diagnosis Short-Term Memory smartwatch span Spread subject Symptom symptom onset Transmission Variational autoencoder. viral pathogen while [DOI] 10.1016/j.compbiomed.2022.105682 PMC 바로가기 [Article Type] Article
A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray imagesResearch article Published on 2020-08-152022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy assist AUC automated automatically chest X-ray CNN Combination Convolutional neural network coronavirus COVID-19 COVID-19 patient dataset death rate deep learning detection system diagnose Diagnosis diagnostic disease disease detection growth help Long short-term memory memory Novel coronavirus provide reduce sensitivity specificity Spread this system treat were used X-ray [DOI] 10.1016/j.imu.2020.100412 [Article Type] Research article