Results 51 to 60 of about 100,889 (161)

Wearable AI for on-device frailty assessment

Nature Communications
Continuously operating wearables offer detailed insight into chronic health conditions and have the potential to reshape diagnostic and screening tools.
Kevin Albert Kasper, Ryan Thien, Tucker Stuart, John Kim, Aman Bhatia, Philipp Gutruf   +5 more
doaj   +1 more source

Early heart disease prediction using LV-PSO and Fuzzy Inference Xception Convolution Neural Network on phonocardiogram signals

Frontiers in Neuroinformatics
IntroductionHeart disease is one of the leading causes of mortality worldwide, and early detection is crucial for effective treatment. Phonocardiogram (PCG) signals have shown potential in diagnosing cardiovascular conditions.
D. Prabha Devi, C. Palanisamy
doaj   +1 more source

Diagnostic Inferring on the Bases of Nonlinear Models

Acta Physica Polonica A, 2010
Physical phenomena accompanying destruction processes of technical systems are nonlinear and “low-energetic” by nature, while during wearing out mainly a nonlinear disturbance changes. Out of many inference techniques — on the observation basis of the state of the system — the best one is undoubtedly the well-defined mathematical model, allowing ...
openaire   +1 more source

The Regressinator: A Simulation Tool for Teaching Regression Assumptions and Diagnostics in R

Journal of Statistics and Data Science Education
When students learn linear regression, they must learn to use diagnostics to check and improve their models. Model-building is an expert skill requiring the interpretation of diagnostic plots, an understanding of model assumptions, the selection of ...
Alex Reinhart
doaj   +1 more source

Diagnostic decision support by inference networks.

In vivo (Athens, Greece), 1993
Inference networks permit the combining of diagnostic evidence in such a fashion that the mutual dependence structure of different pieces of evidence is considered, and that a probabilistic measure of the uncertainty of the final diagnostic decision is provided.
P H, Bartels, D, Thompson, J E, Weber
openaire   +1 more source

Interpretable Machine Learning for Developmental Disability Diagnosis: An Adaptive Neuro-fuzzy

Journal of Disability Research
This study addresses a critical challenge in pediatric healthcare: the prolonged 2- to 3-year diagnostic timeline for developmental disabilities from initial concern to confirmation.
Rayan Alanazi, Adel Saber Alanazi, Houcine Benlaria   +2 more
doaj   +1 more source

Misclassification of Diabetes Mellitus in Resource‐Limited Settings: A Case Study and Clinical Review

Clinical Case Reports
Recent refinements to diabetes classification frameworks have inadvertently complicated the diagnostic process, particularly in resource‐limited settings. This case demonstrates that meticulous phenotyping, judicious selection of feasible investigations,
Issakwisa Mwakyula, Gloria Mbwile, David Nassoro   +2 more
doaj   +1 more source

Fault Point Search with Obstacle Avoidance for Machinery Diagnostic Robots Using Hierarchical Fuzzy Logic Control

Sensors
Higher requirements have been placed on fault detection for continuously operating machines in modern factories. Manual inspection faces challenges related to timeliness, leading to the emergence of autonomous diagnostic robots.
Rui Mu, Ryojun Ikeura, Hongtao Xue, Chengxiang Zhao, Peng Chen   +4 more
doaj   +1 more source

Comparative evaluation of Mamdani and Takagi-Sugeno fuzzy systems for predicting peripheral vascular resistance from photoplethysmogram signals using Persian medicine pulsology

Digital Chinese Medicine
Objective: To perform a comparative evaluation of Mamdani and Takagi-Sugeno (TS) fuzzy inference systems for predicting peripheral vascular resistance from photoplethysmogram (PPG) signals, incorporating diagnostic parameters from Persian medicine (PM ...
Dehghandar Mohammad, Nikbakht Maryam, Nadarabadi Fatemeh Yousefi   +2 more
doaj   +1 more source

Kilonova Spectral Inverse Modelling with Simulation-based Inference: An Amortized Neural Posterior Estimation Analysis

The Astrophysical Journal
Kilonovae represent a category of astrophysical transients, identifiable as the electromagnetic (EM) counterparts associated with the coalescence events of binary systems comprising neutron stars and neutron star–black hole pairs.
P. Darc, C. R. Bom, B. Fraga, C. D. Kilpatrick   +3 more
doaj   +1 more source