AI Medical Compendium

Risk Factors and an Interpretable Machine Learning Model for Predicting Spinal Epidural Lipomatosis: A Multicenter Study.

Spine Jan 12, 2026

STUDY DESIGN: A retrospective multicenter study. OBJECTIVE: To identify independent risk factors for spinal epidural lipomatosis (SEL) and to develop and validate an interpretable machine learning-based predictive model. SUMMARY OF BACKGROUND DATA: S... read more

Expanding the chemical space of ionic liquids using conditional variational autoencoders.

Chemical science Jan 12, 2026

Ionic liquids (ILs) are salts set apart by their low melting points and can act as highly tuneable solvents with broad application potential, for example as catalysts, in batteries, and for drug delivery. The potential chemical space of ILs is vast, ... read more

Insufficient oxidation capacity in the photooxidation of aromatic VOCs results in underestimation of SOA yield.

Science bulletin Jan 12, 2026

Secondary organic aerosols (SOA), a major constituent of fine particulate matter (PM2.5), influence atmospheric chemistry, climate, and public health. However, their formation processes remain insufficiently represented in atmospheric models due to t... read more

Evaluating a negotiation training program for family caregivers of older people using a Multiphase Optimization Strategy (MOST) design and protocol.

Contemporary clinical trials communications Jan 12, 2026

UNLABELLED: Traditional clinical trial designs such as the isolated two-arm randomized controlled trial (RCT) do not offer robust solutions for evaluating and optimizing delivery of complex, multi-component behavioral interventions. A recent alternat... read more

Smartphone-based colorimetric sensing with reference calibration and ensemble machine learning for enhanced detection of nitrite and ammonium ions.

Analytica chimica acta Jan 12, 2026

BACKGROUND: Rapid, low-cost detection of nutrient pollutants such as nitrite (NO2-) and ammonium (NH4+) is crucial for environmental monitoring. Conventional colorimetric instruments offer high accuracy but are expensive, bulky, and unsuitable for on... read more

Advances and challenges in multidimensional architectural applications of 1D/2D/3D convolutional neural networks in food quality assessment.

Food chemistry Jan 12, 2026

Convolutional neural networks (CNNs) have attracted extensive attention in food quality analysis, owing to their outstanding ability to process multi-dimensional food quality data. This review summarizes the research progress and potential developmen... read more

BanglaMUSE: A multimodal Bangla sentiment dataset of text-audio pairs for speech and sentiment analysis.

Data in brief Jan 12, 2026

This article describes a publicly available multimodal Bangla sentiment dataset designed to support research in speech processing, sentiment analysis, and low-resource language modeling. The dataset comprises two synchronized modalities: sentiment-an... read more

Machine-learning-optimized T3C2Tx/Bi2Se3 nanoflower-modified screen-printed electrodes for electrochemical detection of trace Pb2+ and Cd2+ in artificial sweat.

Biosensors & bioelectronics Jan 12, 2026

In the field of non-invasive detection methods, sweat analysis has been increasingly capturing the interest of researchers due to its potential for clinical and health monitoring applications. While the detection of various substances in sweat has be... read more

Toward clinical implementation of interpretable machine learning for early risk stratification in acute pancreatitis.

Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver Jan 12, 2026

Non-invasive Prediction of CYP11B2-Defined Subtypes in Primary Aldosteronism Using 18F-Pentixafor PET/CT and Machine Learning.

Academic radiology Jan 12, 2026

PURPOSE: This study aims to develop and validate an interpretable machine learning model that integrates clinical data, radiomics, and deep learning (DL) features extracted from 18F-AlF-NOTA-Pentixafor positron emission tomography/computed tomography... read more

Artificial Intelligence Medical Compendium