Infectious Disease

COVID-19

Latest AI and machine learning research in covid-19 for healthcare professionals.

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A High-Throughput Platform to Bench Test Smartphone-Based Heart Rate Measurements Derived From Video

Smartphone-based heart rate (HR) monitoring apps using finger-over-camera photoplethysmography (PP...

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions

Existing feedforward subject-driven video customization methods mainly study single-subject scenar...

Multi-Source COVID-19 Detection via Variance Risk Extrapolation

We present our solution for the Multi-Source COVID-19 Detection Challenge, which aims to classify ...

Inpainting is All You Need: A Diffusion-based Augmentation Method for Semi-supervised Medical Image Segmentation

Collecting pixel-level labels for medical datasets can be a laborious and expensive process, and e...

Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval

Text-to-image retrieval (TIR) aims to find relevant images based on a textual query, but existing ...

Diversity by Design: Addressing Mode Collapse Improves scRNA-seq Perturbation Modeling on Well-Calibrated Metrics

Recent benchmarks reveal that models for single-cell perturbation response are often outperformed ...

Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding

Antibody design remains a critical challenge in therapeutic and diagnostic development, particular...

Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification

Few-shot fine-grained image classification (FS-FGIC) presents a significant challenge, requiring m...

[Progress in neoadjuvant immunotherapy for locally advanced rectal cancer].

Neoadjuvant chemoradiotherapy (NACRT) is the standard treatment for locally advanced rectal cancer (...

Jun 2025 40550665
DeVisE: Behavioral Testing of Medical Large Language Models

Large language models (LLMs) are increasingly used in clinical decision support, yet current evalu...

Higher-Oder Splitting Schemes for Fluids with Variable Viscosity

This article investigates matrix-free higher-order discontinuous Galerkin (DG) discretizations of ...

Exploring EEG Indicators to Evaluate Listening Difficulties in Noisy Environments

Auditory processing difficulties involve challenges in understanding speech in noisy environments ...

VideoMAR: Autoregressive Video Generatio with Continuous Tokens

Masked-based autoregressive models have demonstrated promising image generation capability in cont...

Active Adversarial Noise Suppression for Image Forgery Localization

Recent advances in deep learning have significantly propelled the development of image forgery loc...

Interpretable Causal Representation Learning for Biological Data in the Pathway Space

Predicting the impact of genomic and drug perturbations in cellular function is crucial for unders...

PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design

Designing protein-binding proteins with high affinity is critical in biomedical research and biote...

Phage display enables machine learning discovery of cancer antigen-specific TCRs.

T cells targeting epitopes in infectious diseases or cancer play a central role in spontaneous and t...

Jun 2025 40498839
Revisiting Transformers with Insights from Image Filtering

The self-attention mechanism, a cornerstone of Transformer-based state-of-the-art deep learning ar...

Edit Flows: Flow Matching with Edit Operations

Autoregressive generative models naturally generate variable-length sequences, while non-autoregre...

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