Towards Design Automation of Microfluidic Mixers: Leveraging Reinforcement Learning and Artificial Neural NetworksArticle Published on 2024-07-102024-09-05 Journal: Micromachines [Category] update2024, [키워드] design automation microfluidic mixers reinforcement learning [DOI] 10.3390/mi15070901 PMC 바로가기 [Article Type] Article
CerviLearnNet: Advancing cervical cancer diagnosis with reinforcement learning-enhanced convolutional networksResearch Article Published on 2024-04-242024-09-05 Journal: Heliyon [Category] update2024, [키워드] artificial intelligence cervical cancer classification deep learning machine learning reinforcement learning [DOI] 10.1016/j.heliyon.2024.e29913 PMC 바로가기 [Article Type] Research Article
Clinical Applications of Machine LearningReview Paper Published on 2024-04-182024-09-05 Journal: Annals of Surgery Open [Category] update2024, [키워드] Image recognition interpretable predictive machine learning machine learning natural language processing reinforcement learning [DOI] 10.1097/AS9.0000000000000423 PMC 바로가기 [Article Type] Review Paper
Integrating reinforcement learning and serious games to support people with rare genetic diseases and neurodevelopmental disorders: outcomes on parents and caregiversPsychology Opinion Published on 2024-04-052024-09-05 Journal: Frontiers in Psychology [Category] update2024, [키워드] Adaptive responses artificial intelligence cognitive abilities Neurodevelopmental disorders rare genetic diseases reinforcement learning Serious Games [DOI] 10.3389/fpsyg.2024.1372769 PMC 바로가기 [Article Type] Psychology Opinion
Identifying the potential miRNA biomarkers based on multi-view networks and reinforcement learning for diseasesProblem Solving Protocol Published on 2024-01-282024-09-05 Journal: Briefings in Bioinformatics [Category] update2024, [키워드] biomarker identification miRNA data analysis miRNA–disease relations reinforcement learning [DOI] 10.1093/bib/bbad427 PMC 바로가기 [Article Type] Problem Solving Protocol
Deep reinforcement learning for multi-class imbalanced training: applications in healthcareArticle Published on 2023-11-282024-09-05 Journal: Machine Learning [Category] update2024, [키워드] imbalanced data imbalanced learning reinforcement learning [DOI] 10.1007/s10994-023-06481-z PMC 바로가기 [Article Type] Article
Abstract task representations for inference and controlReview article Published on 2022-04-222022-10-05 Journal: Trends in Cognitive Sciences [Category] 비임상, [키워드] Abstract abstraction arising behavioral flexibility Brain build cognitive cognitive control cognitive map cortical Decision-making dorsolateral prefrontal cortex entorhinal cortex facilitate flexible frontoparietal cortex generalization hippocampus Hypothesis implicated implication Inference knowledge learning maintain medial temporal lobe memory observation orbitofrontal cortex production rule reinforcement learning representing Research rostrolateral prefrontal cortex ventromedial prefrontal cortex [DOI] 10.1016/j.tics.2022.03.009 [Article Type] Review article
Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive careResearch Published on 2021-12-172022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] Algorithm averaged Care Characteristics Clinical practice coronavirus disease 19 COVID-19 COVID-19 pandemic COVID-19 patient Critically ill patient cross Electronic health record Health Health status identify IMPROVE independent intensive care intensive care treatment learning lowest management Markov decision process Mortality mortality rate New York outcome oxygen oxygen flow oxygen flow rate Oxygen therapy Patient patients public health reduce reduce mortality rate reduction reduction in reinforcement reinforcement learning resources Result retrospective cohort Standard of care supplemental oxygen supplementary material training data trajectory Treatment university validation cohort with COVID-19 [DOI] 10.1186/s12911-021-01712-6 PMC 바로가기 [Article Type] Research
Maximizing the Efficiency of Active Case Finding for SARS-CoV-2 Using Bandit AlgorithmsBandit 알고리즘을 사용하여 SARS-CoV-2에 대한 활성 사례 찾기의 효율성 극대화Article Published on 2021-11-012022-09-11 Journal: Medical decision making : an international journal [Category] SARS, 치료기술, 치료제, [키워드] Active surveillance acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 Algorithm Algorithms Asymptomatic Asymptomatic case Asymptomatic cases bandit algorithms case finding classic Community coronavirus correlation country Critical Decision making diagnoses Diagnosis dilemma effort epidemiological expand extension feasibility Feasibility study finding functional guide hidden individual infections information lack Making new SARS-CoV-2 reinforcement learning resource resources SARS-CoV-2 SARS-CoV-2 testing severe acute respiratory syndrome Coronavirus Spread Surveillance Testing The United States Thompson Transmission United States vaccination virus yield [DOI] 10.1177/0272989X211021603 PMC 바로가기 [Article Type] Article
Recurrent Neural Network and Reinforcement Learning Model for COVID-19 PredictionCOVID-19 예측을 위한 반복 신경망 및 강화 학습 모델Public Health Published on 2021-10-042022-09-11 Journal: Frontiers in Public Health [Category] MERS, SARS, 치료기술, [키워드] affected Algorithms approach artificial artificial intelligence Community concerning count COVID-19 COVID-19 pandemic deep learning detection determine driven by error rate globe hazards help individuals intelligence learning Long LSTM machine learning Model network Neural Novel coronavirus outcome pandemic parameters predict prediction prediction reinforcement learning Predictive real-world data Recurrent recurrent neural networks reinforcement reinforcement learning Research RNN Short-Term Memory suggested Symptoms widespread [DOI] 10.3389/fpubh.2021.744100 PMC 바로가기 [Article Type] Public Health