Critical Care

Latest AI and machine learning research in critical care for healthcare professionals.

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Showing 2962-2982 of 5,066 articles
Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes

Although advances in brain surgery techniques have led to fewer postoperative complications requir...

Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework

Mechanical Ventilation (MV) is a critical life-support intervention in intensive care units (ICUs)...

Predicting Survival of Hemodialysis Patients using Federated Learning

Hemodialysis patients who are on donor lists for kidney transplant may get misidentified, delaying...

DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification

Multi-modal object Re-IDentification (ReID) aims to retrieve specific objects by combining complem...

Pixel Intensity Tracking for Remote Respiratory Monitoring: A Study on Indonesian Subject

Respiratory rate is a vital sign indicating various health conditions. Traditional contact-based m...

Multi-Party Supervised Fine-tuning of Language Models for Multi-Party Dialogue Generation

Large Language Models (LLM) are usually fine-tuned to participate in dyadic or two-party dialogues...

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts

Evaluating the quality of synthesized images remains a significant challenge in the development of...

A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features

Cough is a protective reflex conveying information on the state of the respiratory system. Cough a...

Building a Risk Scoring Model for ARDS in Lung Adenocarcinoma Patients Using Machine Learning Algorithms.

Lung adenocarcinoma (LUAD), the predominant form of non-small-cell lung cancer, is frequently compli...

(1)
Dec 2024 39656479
A Respiratory Signal Monitoring Method Based on Dual-Pathway Deep Learning Networks in Image-Guided Robotic-Assisted Intervention System.

BACKGROUND: Percutaneous puncture procedures, guided by image-guided robotic-assisted intervention (...

(1)
Dec 2024 39718347
Artificial Intelligence-Driven Precision Medicine: Multi-Omics and Spatial Multi-Omics Approaches in Diffuse Large B-Cell Lymphoma (DLBCL).

In this comprehensive review, we delve into the transformative role of artificial intelligence (AI) ...

Nov 2024 39735973
Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series

Accurately predicting blood glucose (BG) levels of ICU patients is critical, as both hypoglycemia ...

MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling

Automatic subphenotyping from electronic health records (EHRs)provides numerous opportunities to u...

External Testing of a Deep Learning Model to Estimate Biologic Age Using Chest Radiographs.

Purpose To assess the prognostic value of a deep learning-based chest radiographic age (hereafter, C...

(4)
Sep 2024 39046324
A tailored machine learning approach for mortality prediction in severe COVID-19 treated with glucocorticoids.

BACKGROUNDThe impact of severe COVID-19 pneumonia on healthcare systems highligh...

Sep 2024 39187998
Explainable Artificial Intelligence for Early Prediction of Pressure Injury Risk.

BACKGROUND: Hospital-acquired pressure injuries (HAPIs) have a major impact on patient outcomes in i...

(1)
Sep 2024 39217110
Multi-scale Multi-instance Visual Sound Localization and Segmentation

Visual sound localization is a typical and challenging problem that predicts the location of objec...

Towards reliable respiratory disease diagnosis based on cough sounds and vision transformers

Recent advancements in deep learning techniques have sparked performance boosts in various real-wo...

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