Results 111 to 120 of about 7,680 (217)

A Serverless Pharmacogenomic Risk Dashboard: Translating Ensemble Models and Model‐Based Scenario Rules to Clinical Decision Support

Clinical and Translational Science, Volume 19, Issue 8, August 2026.
ABSTRACT The “last mile” problem in healthcare AI—translating high‐performance models into accessible, privacy‐preserving point‐of‐care tools—remains unsolved for pharmacogenomic (PGx) risk assessment. No existing platform integrates opioid and polypharmacy risk scoring, model‐based scenario analysis, and CPIC‐based PGx patient cards within a single ...
R. Jerome Dixon, Elvin T. Price
wiley   +1 more source

Predictive Models for Motor Outcomes From Deep Brain Stimulation in Parkinson's Disease: A Systematic Review

European Journal of Neuroscience, Volume 64, Issue 3, August 2026.
Our systematic search uncovered 19 studies creating predictive models of motor outcomes from deep brain stimulation for Parkinson's disease. We review prediction accuracy and replicability and discuss candidate input data and the presentation of predictions.
Maya Wilde, Dimitra Kiakou, Eduard Bakstein, Pavel Filip, Daniel Novak   +4 more
wiley   +1 more source

Mental Health Prediction Using Catboost Algorithm

International Journal for Research in Applied Science and Engineering Technology
Abstract: This study investigates the application of the CatBoost algorithm in predicting mental health outcomes using Python programming language. Mental health prediction is a critical area of research due to its significant impact on individuals and society.
openaire   +1 more source

Prediction of Ligand Binding to Transthyretin Using Machine Learning Algorithms and Low-Dimensional Molecular Descriptors: A Tox24 Challenge Study. [PDF]

Chem Res Toxicol
Stefaniak F.
europepmc   +1 more source

Development of an Artificial Intelligence Web Application for Predicting Chemotherapy-Induced Neutropenia in Patients With Non-Small Cell Lung Cancer: A Prospective Study. [PDF]

Cancer Med
Zhang J, Zhai Y, Liu C, Luo M, Liu J, Liu Q, Zhang H, Cai S, Tian Y, Lu L, Zhang L, Yuan H.   +11 more
europepmc   +1 more source

Machine-learning prediction of pre-dose pharmacokinetics optimizes initial vancomycin dosing in critically ill children. [PDF]

Front Pharmacol
Chen J, Dai L, Xu H, Yao Y, Huang X, Ma J, Liu X, Yao H, Li J, Wu D, Sun J, Yu Z, Li Y, Yang H, Bu S.   +14 more
europepmc   +1 more source

NIDS Alert Classification : with a Catboost Classifier

While Network Intrusion Detection Systems (NIDS) are essential for traffic mon-itoring, their deterministic rulesets often generate a high volume of false positives.This leads to alert fatigue, which disproportionately affects Small to Medium En-terprises (SMEs) lacking the personnel and computational resources for enterprise-grade automated triage. To
Norris, Amber, Sabit, Yama
openaire   +1 more source

The recognition method of external force damage sources vibration signals based on LSTM-CNN-CatBoost-GSSSA. [PDF]

PLoS One
Chen X, Zhang L, Li X, Gao F.
europepmc   +1 more source

Optimised hybrid late fusion deep learning model for cashew disease classification. [PDF]

Front Plant Sci
K M, Sankaranarayanan S.
europepmc   +1 more source

Hybrid deep feature and machine learning framework for classification of thyroid nodules in ultrasound images. [PDF]

Front Oncol
Zhang D, Li B, Ju H, Li T, Zhang Y.
europepmc   +1 more source