The future of medicine: an outline attempt using state-of-the-art business and scientific trendsMedicine Review Published on 2024-08-072024-09-05 Journal: Frontiers in Medicine [Category] update2024, [키워드] artificial intelligence artificial neural networks future of medicines machine learning Nanotechnology Personalized medicine pharma ecosystem real-world data [DOI] 10.3389/fmed.2024.1391727 PMC 바로가기 [Article Type] Medicine Review
Machine learning based prediction models for analyzing risk factors in patients with acute abdominal pain: a retrospective studyMedicine Original Research Published on 2024-06-052024-09-05 Journal: Frontiers in Medicine [Category] update2024, [키워드] Acute abdomen artificial neural networks Clinical features Logistic regression machine learning prediction models [DOI] 10.3389/fmed.2024.1354925 PMC 바로가기 [Article Type] Medicine Original Research
Predicting the wicking rate of nitrocellulose membranes from recipe data: a case study using ANN at a membrane manufacturing in South KoreaSpecial Issue: Original Paper Published on 2024-04-102024-09-05 Journal: Analytical sciences : the international journal of the Japan Society for [Category] update2024, [키워드] artificial neural networks deep learning Lateral flow assays nitrocellulose membranes Wicking rate [DOI] 10.1007/s44211-024-00540-8 PMC 바로가기 [Article Type] Special Issue: Original Paper
State of Charge Estimation of Battery Based on Neural Networks and Adaptive Strategies with CorrentropyArticle Published on 2022-02-042023-08-30 Journal: Sensors (Basel, Switzerland) [Category] E형 간염, [키워드] artificial neural networks Batteries correntropy cost function estimation state of charge [DOI] 10.3390/s22031179 PMC 바로가기 [Article Type] Article
SARS-CoV-2 wastewater surveillance data can predict hospitalizations and ICU admissionsSARS-CoV-2 폐수 감시 데이터는 입원 및 ICU 입원을 예측할 수 있습니다Article Published on 2022-01-152022-09-11 Journal: The Science of the total environment [Category] SARS, 변종, 진단, 치료기술, [키워드] Admission Admissions Analysis artificial neural networks Attica build calculated COVID-19 COVID-19 infection dominant Epidemiology Greece Health health indicators hospital Hospital admission rates Hospital admissions Hospitalization ICU ICU admission ICU admission rates ICUs intensive care intensive care unit Linear regression Method validation pandemic positive COVID-19 predict RNA robust RT-qPCR SARS-CoV-2 SARS-CoV-2 mutation SARS-CoV-2 RNA Surveillance surveillance data variant wastewater Wastewater-based epidemiology [DOI] 10.1016/j.scitotenv.2021.150151 PMC 바로가기 [Article Type] Article
Numerical Investigations through ANNs for Solving COVID-19 ModelArticle Published on 2021-11-202022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] ANN artificial neural networks calculated Correlation analysis COVID-19 COVID-19 spreading model dataset investigation Levenberg-Marquardt backpropagation LMB Model Numerical results reference dataset Variation [DOI] 10.3390/ijerph182212192 PMC 바로가기 [Article Type] Article
Viral outbreaks detection and surveillance using wastewater-based epidemiology, viral air sampling, and machine learning techniques: A comprehensive review and outlookReview Published on 2021-08-212023-06-15 Journal: The Science of the total environment [Category] MERS, SARS, [키워드] artificial intelligence artificial neural networks COVID-19 deep learning machine learning reinforcement learning SARS-CoV-2 Viral air surveillance Wastewater based-epidemiology [DOI] 10.1016/j.scitotenv.2021.149834 PMC 바로가기 [Article Type] Review
A comparative study of multiple neural network for detection of COVID-19 on chest X-rayResearch Published on 2021-07-272022-10-31 Journal: Eurasip Journal on Advances in Signal Processing [Category] COVID-19, [키워드] Accuracy affected Analysis artificial neural networks chest X-ray Chest X-ray image classification Coronavirus pneumonia COVID-19 deep learning DenseNet121 diagnose diagnostic disease Efficiency healthcare worker IMPROVE Metrics multi-task learning patients Performance metrics Pneumonia pneumonia cases Research Result rising Safe Spread transfer learning viral infection virus were used [DOI] 10.1186/s13634-021-00755-1 PMC 바로가기 [Article Type] Research
In silico Analyses of Immune System Protein Interactome Network, Single-Cell RNA Sequencing of Human Tissues, and Artificial Neural Networks Reveal Potential Therapeutic Targets for Drug Repurposing Against COVID-19Pharmacology Published on 2021-02-262022-10-31 Journal: Frontiers in Pharmacology [Category] COVID-19, [키워드] ACE2 Against Analysis analyzed approved drugs artificial artificial neural networks cells clinical trials Compound COVID-19 downloaded drug Drug repurposing drugs goblet secretory cells highest Human human tissues identify ileal absorptive enterocyte immune system in silico interactome lung nasal network Neural overexpressed Patient performed Potential potential therapeutic target predict Protein receiver operating characteristics repurposing RNA screened severe COVID-19 patients significantly Single-cell RNA sequencing System target therapeutic target TMPRSS2 treating COVID-19 patient Treatment type II pneumocytes urgency [DOI] 10.3389/fphar.2021.598925 PMC 바로가기 [Article Type] Pharmacology
Advances in De Novo Drug Design: From Conventional to Machine Learning MethodsReview Published on 2021-02-072022-10-29 Journal: International Journal of Molecular Sciences [Category] COVID-19, [키워드] advance Algorithm approach artificial intelligence artificial neural networks atomic autoencoders block Conventional Convolutional neural networks de novo De novo drug de Novo drug design deep Deep reinforcement learning develop drug drug design Drug discovery generate generative adversarial networks growth impacted include machine learning machine-learning methodology molecular recurrent neural networks Structure variety [DOI] 10.3390/ijms22041676 PMC 바로가기 [Article Type] Review