Pulmonology

Pneumonia

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

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Libra: Leveraging Temporal Images for Biomedical Radiology Analysis

Radiology report generation (RRG) requires advanced medical image analysis, effective temporal rea...

ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation

AI-driven models have demonstrated significant potential in automating radiology report generation...

PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation

Radiology report generation (RRG) aims to create free-text radiology reports from clinical imaging...

Venire: A Machine Learning-Guided Panel Review System for Community Content Moderation

Research into community content moderation often assumes that moderation teams govern with a singl...

Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval

Large language models (LLMs) have demonstrated significant potential in clinical decision support....

Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model

Predicting hospital length of stay (LoS) stands as a critical factor in shaping public health stra...

Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders.

The COVID-19 pandemic is marked by the successive emergence of new SARS-CoV-2 variants, lineages, an...

Sep 2024 39446192
ASHABot: An LLM-Powered Chatbot to Support the Informational Needs of Community Health Workers

Community health workers (CHWs) provide last-mile healthcare services but face challenges due to l...

FODA-PG for Enhanced Medical Imaging Narrative Generation: Adaptive Differentiation of Normal and Abnormal Attributes

Automatic Medical Imaging Narrative generation aims to alleviate the workload of radiologists by p...

Community nursing and the digital technology revolution: the past, present and future.

While very much in its infancy in terms of becoming an established tool, the use of digital technolo...

Sep 2024 39240808
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...

Sep 2024 39046324
Anatomy-specific Progression Classification in Chest Radiographs via Weakly Supervised Learning.

Purpose To develop a machine learning approach for classifying disease progression in chest radiogra...

Sep 2024 39046325
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation

The rapid evolution of artificial intelligence, especially in large language models (LLMs), has si...

Multi-faceted Sensory Substitution for Curb Alerting: A Pilot Investigation in Persons with Blindness and Low Vision

Curbs -- the edge of a raised sidewalk at the point where it meets a street -- crucial in urban en...

CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning

Due to domain shift, deep learning image classifiers perform poorly when applied to a domain diffe...

Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology

Developing imaging models capable of detecting pathologies from chest X-rays can be cost and time-...

SecureVAX: A Blockchain-Enabled Secure Vaccine Passport System

A vaccine passport serves as documentary proof, providing passport holders with greater freedom wh...

LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task

Vision-language models have been extensively explored across a wide range of tasks, achieving sati...

Calorie Burn Estimation in Community Parks Through DLICP: A Mathematical Modelling Approach

Community parks play a crucial role in promoting physical activity and overall well-being. This st...

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