Distribution and Clusters Approximations as Abstract Domains in Probabilistic Abstract Interpretation to Neural Network Analysis

Depression subtype classification from social media posts: few-shot prompting vs. fine-tuning of large language models

BackgroundSocial media provides timely proxy signals of mental health, but reliable tweet-level classification of depression subtypes remains challenging due to short, noisy text, overlapping symptomatology,

Internet-Based Problem Management Plus Intervention for Antenatal Depression: Randomized Controlled Trial

Background: The identification and management of depression during pregnancy is an important public health issue. Although many existing psychological intervention programs are effective, their implementation

Measuring the Impact of AI on Report-Drafting Efficiency in Chest Computed Tomography Interpretation: Retrospective Analysis

Background: Artificial intelligence (AI), particularly deep learning, has shown promise in enhancing medical image interpretation and improving radiologists’ efficiency. In China, growing imaging demand and

Global Stability Analysis of the Age-Structured Chemostat With Substrate Dynamics

arXiv:2603.25276v1 Announce Type: cross Abstract: In this paper we study the stability properties of the equilibrium point for an age-structured chemostat model with renewal boundary

Interpretable PM2.5 Forecasting for Urban Air Quality: A Comparative Study of Operational Time-Series Models

arXiv:2603.25495v1 Announce Type: cross Abstract: Accurate short-term air-quality forecasting is essential for public health protection and urban management, yet many recent forecasting frameworks rely on