Hospital-Based Medicine

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Latest AI and machine learning research in intensivists for healthcare professionals.

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Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness

Multimodal clinical records contain structured measurements and clinical notes recorded over time, o...

Clinically Interpretable Sepsis Early Warning via LLM-Guided Simulation of Temporal Physiological Dynamics

Timely and interpretable early warning of sepsis remains a major clinical challenge due to the compl...

Data-Driven Open-Loop Simulation for Digital-Twin Operator Decision Support in Wastewater Treatment

Wastewater treatment plants (WWTPs) need digital-twin-style decision support tools that can simulate...

A Study of Failure Modes in Two-Stage Human-Object Interaction Detection

Human-object interaction (HOI) detection aims to detect interactions between humans and objects in i...

SemiFA: An Agentic Multi-Modal Framework for Autonomous Semiconductor Failure Analysis Report Generation

Semiconductor failure analysis (FA) requires engineers to examine inspection images, correlate equip...

Hitem3D 2.0: Multi-View Guided Native 3D Texture Generation

Although recent advances have improved the quality of 3D texture generation, existing methods still ...

Towards Rapid Constitutive Model Discovery from Multi-Modal Data: Physics Augmented Finite Element Model Updating (paFEMU)

Recent progress in AI-enabled constitutive modeling has concentrated on moving from a purely data-dr...

WeatherRemover: All-in-one Adverse Weather Removal with Multi-scale Feature Map Compression

Photographs taken in adverse weather conditions often suffer from blurriness, occlusion, and low bri...

Enhanced Self-Supervised Multi-Image Super-Resolution for Camera Array Images

Conventional multi-image super-resolution (MISR) methods, such as burst and video SR, rely on sequen...

RAGEN-2: Reasoning Collapse in Agentic RL

RL training of multi-turn LLM agents is inherently unstable, and reasoning quality directly determin...

FusionBERT: Multi-View Image-3D Retrieval via Cross-Attention Visual Fusion and Normal-Aware 3D Encoder

We propose FusionBERT, a novel multi-view visual fusion framework for image-3D multimodal retrieval....

Integrated Bioinformatics Analysis Identifies and Validates Novel Cellular Senescence-Associated Genes in Sepsis and Sepsis-Induced ARDS

Sepsis can lead to acute respiratory distress syndrome (ARDS) and is associated with a high mortalit...

Contrastive Transformer-Driven Discovery of Temporal Hemodynamic Subphenotypes in Cardiac Surgery Patients

Cardiac surgery patients experience rapidly evolving hemodynamics in early post-operative period req...

Measuring the Unmeasurable: A Diagnostic Sensor for AI Reasoning Pathology in Sequential Clinical Decision-Making

Large Language Models achieve impressive accuracy on medical benchmarks that present clinical inform...

SynMVCrowd: A Large Synthetic Benchmark for Multi-view Crowd Counting and Localization

Existing multi-view crowd counting and localization methods are evaluated under relatively small sce...

Confidence Calibration under Ambiguous Ground Truth

Confidence calibration assumes a unique ground-truth label per input, yet this assumption fails wher...

SMSP: A Plug-and-Play Strategy of Multi-Scale Perception for MLLMs to Perceive Visual Illusions

Recent works have shown that Multimodal Large Language Models (MLLMs) are highly vulnerable to hidde...

MultiBind: A Benchmark for Attribute Misbinding in Multi-Subject Generation

Subject-driven image generation is increasingly expected to support fine-grained control over multip...

From Concept to Clinic: Real World Evidence for Autonomous AI Deployment in Primary Care Telemedicine

Systems powered by large language models are widely used for health information and advice, yet robu...

Circulating miRNA-Protein Signatures Predict Outcomes in Pediatric Dilated Cardiomyopathy

Background: Pediatric dilated cardiomyopathy (DCM) is a rare, progressive heart disease with variabl...

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