Cargando…

Health improvement framework for actionable treatment planning using a surrogate Bayesian model

Clinical decision-making regarding treatments based on personal characteristics leads to effective health improvements. Machine learning (ML) has been the primary concern of diagnosis support according to comprehensive patient information. A prominent issue is the development of objective treatment...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nakamura, Kazuki, Kojima, Ryosuke, Uchino, Eiichiro, Ono, Koh, Yanagita, Motoko, Murashita, Koichi, Itoh, Ken, Nakaji, Shigeyuki, Okuno, Yasushi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149666/ https://www.ncbi.nlm.nih.gov/pubmed/34035243 http://dx.doi.org/10.1038/s41467-021-23319-1

Ejemplares similares

The relationship between cigarette smoking and the tongue microbiome in an East Asian population
por: Sato, Noriaki, et al.
Publicado: (2020)

Metagenomic analysis of bacterial species in tongue microbiome of current and never smokers
por: Sato, Noriaki, et al.
Publicado: (2020)

Evaluation of Kidney Histological Images Using Unsupervised Deep Learning
por: Sato, Noriaki, et al.
Publicado: (2021)

Impact of salivary and pancreatic amylase gene copy numbers on diabetes, obesity, and functional profiles of microbiome in Northern Japanese population
por: Hasegawa, Takanori, et al.
Publicado: (2022)

Reduction in medical costs for cardiovascular diseases through innovative health awareness projects in a rural area in Japan
por: Shoji, Ayako, et al.
Publicado: (2022)

Association between the size of healthcare facilities and the intensity of hypertension therapy: a cross-sectional comparison of prescription data from insurance claims data
por: Hiragi, Shusuke, et al.
Publicado: (2020)

Telomere Length and Arterial Stiffness Reflected by Brachial–Ankle Pulse Wave Velocity: A Population-Based Cross-Sectional Study
por: Wai, Kyi Mar, et al.
Publicado: (2021)

Definition of a Dietary Pattern Expressing the Intake of Vegetables and Fruits and Its Association with Intestinal Microbiota
por: Yamauchi, Toshitaka, et al.
Publicado: (2023)

Improving Compound–Protein Interaction Prediction by Self-Training with Augmenting Negative Samples
por: Koyama, Takuto, et al.
Publicado: (2023)

Robust prognostic prediction model developed with integrated biological markers for acute myocardial infarction
por: Nishi, Masahiro, et al.
Publicado: (2022)

CompRet: a comprehensive recommendation framework for chemical synthesis planning with algorithmic enumeration
por: Shibukawa, Ryosuke, et al.
Publicado: (2020)

Prediction of blood test values under different lifestyle scenarios using time-series electronic health record
por: Hasegawa, Takanori, et al.
Publicado: (2020)

MGeND: an integrated database for Japanese clinical and genomic information
por: Kamada, Mayumi, et al.
Publicado: (2019)

Relationship between Selected Trace Elements and Hematological Parameters among Japanese Community Dwellers
por: Wai, Kyi Mar, et al.
Publicado: (2020)

Social innovation for life expectancy extension utilizing a platform-centered system used in the Iwaki health promotion project: A protocol paper
por: Nakaji, Shigeyuki, et al.
Publicado: (2021)

Association between visceral fat and influenza infection in Japanese adults: A population-based cross-sectional study
por: Kinoshita, Keita, et al.
Publicado: (2022)

The Association between Gut Microbiota and Depression in the Japanese Population
por: Yang, Yichi, et al.
Publicado: (2023)

Effects of oral environment on frailty: particular relevance of tongue pressure
por: Satake, Anna, et al.
Publicado: (2019)

Association between Objectively Measured Sedentary Behaviour and Sleep Quality in Japanese Adults: A Population-Based Cross-Sectional Study
por: Kinoshita, Keita, et al.
Publicado: (2022)

An in silico Approach for Integrating Phenotypic and Target‐based Approaches in Drug Discovery
por: Iwata, Hiroaki, et al.
Publicado: (2019)

kGCN: a graph-based deep learning framework for chemical structures
por: Kojima, Ryosuke, et al.
Publicado: (2020)

Two Blautia Species Associated with Visceral Fat Accumulation: A One-Year Longitudinal Study
por: Ozato, Naoki, et al.
Publicado: (2022)

Body Compression Corrective Garment and Eating Behavioural Change for Weight Reduction: The Mutsu City Randomised Controlled Trial
por: Kanda, Akira, et al.
Publicado: (2023)

Network-based prediction approach for cancer-specific driver missense mutations using a graph neural network
por: Hatano, Narumi, et al.
Publicado: (2023)

Uncertainty in the Bayesian meta-analysis of normally distributed surrogate endpoints
por: Bujkiewicz, Sylwia, et al.
Publicado: (2015)

Global Optimization Employing Gaussian Process-Based Bayesian Surrogates†
por: Preuss, Roland, et al.
Publicado: (2018)

Aging and APOE‐ε4 are determinative factors of plasma Aβ42 levels
por: Nakamura, Takumi, et al.
Publicado: (2018)

Annual stability of the plasma Aß40/42 ratio and associated factors
por: Nakamura, Takumi, et al.
Publicado: (2023)

CBNplot: Bayesian network plots for enrichment analysis
por: Sato, Noriaki, et al.
Publicado: (2022)

Association of sedentary behaviour and physical activity with cardiometabolic health in Japanese adults
por: Kinoshita, Keita, et al.
Publicado: (2022)

Oral conditions and dysphagia in Japanese, community-dwelling middle- and older- aged adults, independent in daily living
por: Inui, Akinari, et al.
Publicado: (2017)

Evaluating surrogates of genetic diversity for conservation planning
por: Hanson, Jeffrey O., et al.
Publicado: (2020)

Exploring the mechanism of BK polyomavirus-associated nephropathy through consensus gene network approach
por: Sato, Noriaki, et al.
Publicado: (2023)

Use of proton pump inhibitors and macrolide antibiotics and risk of acute kidney injury: a self-controlled case series study
por: Ikuta, Keiko, et al.
Publicado: (2022)

AI-Driven Synthetic Route Design Incorporated with Retrosynthesis Knowledge
por: Ishida, Shoichi, et al.
Publicado: (2022)

Characterizing eye-gaze positions of people with severe motor dysfunction: Novel scoring metrics using eye-tracking and video analysis
por: Okamoto, Mari, et al.
Publicado: (2022)

Does the Protective Effect of Zinc on Telomere Length Depend on the Presence of Hypertension or Type 2 Diabetes? Results from the Iwaki Health Promotion Project, Japan
por: Sato, Mahiro, et al.
Publicado: (2023)

IMPACT OF END-OF-LIFE PLANNING ON SURROGATE DECISION-MAKER ANXIETY
por: Aloiau, April, et al.
Publicado: (2019)

Bayesian meta‐analytical methods to incorporate multiple surrogate endpoints in drug development process
por: Bujkiewicz, Sylwia, et al.
Publicado: (2015)

Association between Serum Concentration of Carotenoid and Visceral Fat
por: Matsumoto, Mai, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_asvcubrnmp1s9hglal3th683m9