Critical Care - Page 132 | AI Medical Compendium

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Subcategories: Sepsis

Showing 2752-2772 of 5,066 articles

Enhancing mechanical ventilator reliability through machine learning based predictive maintenance.

BackgroundWith the advancement of Artificial Intelligence (AI), clinical engineering has witnessed t...

May 2025 40331554

Learning Multi-view Multi-class Anomaly Detection

The latest trend in anomaly detection is to train a unified model instead of training a separate m...

Apr 2025 http://arxiv.org/abs/2504.21294v1

Pediatric Asthma Detection with Googles HeAR Model: An AI-Driven Respiratory Sound Classifier

Early detection of asthma in children is crucial to prevent long-term respiratory complications an...

Apr 2025 http://arxiv.org/abs/2504.20124v1

Model uncertainty quantification using feature confidence sets for outcome excursions

When implementing prediction models for high-stakes real-world applications such as medicine, fina...

(1)

Apr 2025 http://arxiv.org/abs/2504.19464v1

Assessing the Utility of Audio Foundation Models for Heart and Respiratory Sound Analysis

Pre-trained deep learning models, known as foundation models, have become essential building block...

Apr 2025 http://arxiv.org/abs/2504.18004v1

Severity Classification of Chronic Obstructive Pulmonary Disease in Intensive Care Units: A Semi-Supervised Approach Using MIMIC-III Dataset

Chronic obstructive pulmonary disease (COPD) represents a significant global health burden, where ...

Apr 2025 http://arxiv.org/abs/2504.18593v1

Early Detection of Multidrug Resistance Using Multivariate Time Series Analysis and Interpretable Patient-Similarity Representations

Background and Objectives: Multidrug Resistance (MDR) is a critical global health issue, causing i...

(1)

Apr 2025 http://arxiv.org/abs/2504.17717v1

ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders

Ordering a minimal subset of lab tests for patients in the intensive care unit (ICU) can be challe...

Apr 2025 http://arxiv.org/abs/2504.17277v1

Waveform-Logmel Audio Neural Networks for Respiratory Sound Classification

Auscultatory analysis using an electronic stethoscope has attracted increasing attention in the cl...

(2)

Apr 2025 http://arxiv.org/abs/2504.17156v1

Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach

The rapid growth of healthcare data and advances in computational power have accelerated the adopt...

Apr 2025 http://arxiv.org/abs/2504.14388v1

Study on the mechanism of action of the active ingredient of Calculus Bovis in the treatment of sepsis by integrating single-cell sequencing and machine learning.

BACKGROUND: Sepsis, a complex inflammatory condition with high mortality rates, lacks effective trea...

Apr 2025 40258762

EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery

Recent advances in the visual-language area have developed natural multi-modal large language mode...

(3)

Apr 2025 http://arxiv.org/abs/2504.12795v1

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications

In many applications, especially those involving prediction, models may yield near-optimal perform...

Apr 2025 http://arxiv.org/abs/2504.12156v1

Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning

Asthma is a chronic respiratory condition that affects millions of people worldwide. While this co...

(2)

Apr 2025 http://arxiv.org/abs/2504.11246v1

Enhancing Multi-task Learning Capability of Medical Generalist Foundation Model via Image-centric Multi-annotation Data

The emergence of medical generalist foundation models has revolutionized conventional task-specifi...

Apr 2025 http://arxiv.org/abs/2504.09967v1

CUT: Pruning Pre-Trained Multi-Task Models into Compact Models for Edge Devices

Multi-task learning has garnered widespread attention in the industry due to its efficient data ut...

(2)

Apr 2025 http://arxiv.org/abs/2504.09803v1

The Structural Safety Generalization Problem

LLM jailbreaks are a widespread safety challenge. Given this problem has not yet been tractable, w...

Apr 2025 http://arxiv.org/abs/2504.09712v1

Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for Sepsis

Clinical case reports and discharge summaries may be the most complete and accurate summarization ...

(2)

Apr 2025 http://arxiv.org/abs/2504.12326v1

Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks

While deep neural networks (DNNs) are widely used for prediction, inference on DNN-estimated subje...

Apr 2025 http://arxiv.org/abs/2504.09347v2

Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions

Accurate identification of respiratory viruses (RVs) is critical for outbreak control and public h...

Apr 2025 http://arxiv.org/abs/2504.09211v1

Multi-modal and Multi-view Fundus Image Fusion for Retinopathy Diagnosis via Multi-scale Cross-attention and Shifted Window Self-attention

The joint interpretation of multi-modal and multi-view fundus images is critical for retinopathy p...

Apr 2025 http://arxiv.org/abs/2504.09106v1