eLife

White Matter Stratification in Depression Predicts Multidimensional Antidepressant Responses

This study presents valuable findings for identifying biotypes of depression patients using white matter measures, which are under-utilised and under-appreciated in current biological and ...
Heart

Impact of advanced cardiac damage in severe aortic stenosis on short-term and mid-term mortality and rehospitalisation after transcatheter aortic valve implantation: a ...

Background Severe aortic stenosis (AS) is commonly associated with advanced cardiac damage, including right ventricular dysfunction (RVD), pulmonary hypertension (PH) and tricuspid regurgitation (TR), ...
IEEE

Adaptive Ridge Regression-Based Data-Driven Current Prediction Modeling for PMSM Drives With High Robustness Against Data Noises

Abstract: This article presents an adaptive ridge regression (ARR)-based data-driven current prediction model aimed at enhancing robustness in permanent magnet synchronous motor (PMSM) drives.
Financial Advisor

Stock Market Anomalies: Why Predictability Doesn't Always Equal Profitability

Strong predictive signals don't automatically translate into investable strategies, especially at institutional scale.
Open Heart

Artificial intelligence-based clustering to identify functional risk phenotypes in heart failure

Background Patients with heart failure (HF) frequently suffer from undetected declines in cardiorespiratory fitness (CRF), which significantly increases their risk of poor outcomes. However, current ...

New prediction model IDs people with spinal cord injury at risk for neurogenic bladder

A new risk prediction model shows good predictive value in identifying risk for neurogenic bladder (NB) after spinal cord injury (SCI) and guiding clinical interventions, according to a study ...
Scientific Research Publishing

Modelling the Subjective Road Traffic Noise Annoyance Levels in Nairobi City, Kenya ()

This study aimed to survey and evaluate the subjective noise annoyance levels in Nairobi City. Being the capital city of Kenya in East Africa, Nairobi is undergoing rapi ...
Devdiscourse

From disease detection to biomass forecasting: AI improves aquaculture risk strategy

Read more about From disease detection to biomass forecasting: AI improves aquaculture risk strategy on Devdiscourse ...
Scientific Research Publishing

Supervised Machine Learning Predictive Modeling of Survival Times of Malignant Glioma Patients ()

1 Department of Mathematics & Statistical Sciences, Jackson State University, Jackson, MS, USA. 2 Department of Public Health, California State University, Fullerton ...
IEEE

Incremental Heteroscedastic Gaussian Process Regression and Its Applications in Model Predictive Control

Abstract: Gaussian process regression (GPR) models are becoming increasingly tightly integrated into robotic systems, particularly in the context of robot model predictive control (MPC) operating in ...
Frontiers

Machine learning–guided feature selection and predictive model construction for attention-deficit/hyperactivity disorder

A total of 8,598 children were enrolled and classified into three groups: ADHD (n=3,678), subthreshold ADHD (s-ADHD) (n=1,495), and healthy controls (HC) (n=3,425). Data collection covered 40 ...
Firehouse

How GIS, Advanced Communications & Predictive Modeling Are Transforming Fire Department Disaster Response

Chad Beam provides the ins and outs of the implementation of GIS, advanced communication systems and predictive modeling to ensure that staffing, to whatever extent, is utilized most effectively. A ...