Pulmonology

Pneumonia

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

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Inferring landscape-scale land-use impacts on rivers using data from mesocosm experiments and artificial neural networks.

Identifying land-use drivers of changes in river condition is complicated by spatial scale, geomorphological context, land management, and correlations among responding variables such as nutrients and sediments. Furthermore, variations in standard metrics, such as substratum composition, do not necessarily relate causally to ecological impacts. Consequently, the absence of a significant relationsh...

Mar 16 2015 25775245

Ontology application and use at the ENCODE DCC.

The Encyclopedia of DNA elements (ENCODE) project is an ongoing collaborative effort to create a catalog of genomic annotations. To date, the project has generated over 4000 experiments across more than 350 cell lines and tissues using a wide array of experimental techniques to study the chromatin structure, regulatory network and transcriptional landscape of the Homo sapiens and Mus musculus geno...

Mar 16 2015 25776021
Merging and scoring molecular interactions utilising existing community standards: tools, use-cases and a case study.

The evidence that two molecules interact in a living cell is often inferred from multiple different experiments. Experimental data is captured in mult...

Feb 4 2015 25652942
Gene Ontology Consortium: going forward.

The Gene Ontology (GO; http://www.geneontology.org) is a community-based bioinformatics resource that supplies information about gene product function...

Nov 26 2014 25428369
Artificial neural network and falls in community-dwellers: a new approach to identify the risk of recurrent falling?

BACKGROUND: Identification of the risk of recurrent falls is complex in older adults. The aim of this study was to examine the efficiency of 3 artific...

Oct 29 2014 25444572
Disease Ontology 2015 update: an expanded and updated database of human diseases for linking biomedical knowledge through disease data.

The current version of the Human Disease Ontology (DO) (http://www.disease-ontology.org) database expands the utility of the ontology for the examinat...

Oct 27 2014 25348409
Functional outcomes after TORS for oropharyngeal cancer: a systematic review.

Summarize functional outcomes after transoral robotic surgery (TORS) ± adjuvant therapy for oropharyngeal cancer (OPC). A systematic review was conduc...

Mar 19 2014 24643851
Humanoid robotics in health care: An exploration of children's and parents' emotional reactions.

A new non-pharmacological method of distraction was tested with 57 children during their annual flu vaccination. Given children's growing enthusiasm f...

Oct 18 2013 24140615
Pneumonia Detection in Paediatric Chest X-Rays using Ensembled Large Language Models

Background: Paediatric pneumonia is a major cause of childhood morbidity and mortality. Chest X-rays (CXR) are central to diagnosis, but shortages of ...

An Integrative Computational Approach to Predict Viral Epitopes by Targeting the MHC-TCR Complexation

T-cell immunity acts as a major defense system against controlling viral infections in vertebrates. During viral entry, innate immune cells degrade th...

Sep 2 2026 2609.03182v1
Genome-scale label-free imaging reveals cellular physiology encoded in bacterial collective architecture

DNA sequencing unified microbial genotyping into a single, comprehensive readout, yet phenotyping remains a slow and fragmented endeavor. Here, we int...

Tc17-driven antibody-independent mucosal immunity is critical for protection against extracellular bacterial pneumonia

Klebsiella pneumoniae (Kp) is a WHO high-priority pathogen for vaccine development, yet previous efforts failed largely because key protective immune ...

Beyond Accuracy: Quantifying Pulmonary Attribution in Anatomy-Guided Chest X-Ray Classification Under Domain Shift

Deep-learning models can achieve strong chest X-ray (CXR) classification performance without establishing whether their predictions predominantly rely...

Aug 31 2026 2608.30467v1
Towards a ML-powered Multiscale Computational Platform Based on QSP and PBPK Modeling to Support the Development of mRNA-based Therapies

mRNA-based therapeutics have emerged as a transformative class of medicines, yet their translation beyond infectious disease vaccines remains challeng...

Learning from waste: Machine Learning for health risk prediction and computer vision-based sorting in Ghana

The inappropriate disposal of solid waste remains a significant public health and environmental concern worldwide, including in Ghana. Poor sanitation...

Aug 26 2026 2608.25759v1
Label-Free Foundational Model Selection for Medical Image Classification under Distribution Shift via Pseudo Label Discrepancy

Foundation models are increasingly deployed for medical image analysis. However, under the inter-institutional distribution shift typical of deploymen...

Aug 26 2026 2608.25810v1
DRRG: A Discrete Diffusion Framework for Radiology Report Generation

Purpose: Automatic radiology report generation (RRG) has been widely explored to improve reporting accuracy and reduce radiologists' workload. Most ex...

Aug 25 2026 2608.24105v1
Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models

Radiology report generation (RRG) has recently benefited from large language models, which substantially improve report fluency. However, clinically f...

Aug 25 2026 2608.24121v1
Example-based Robust Abnormality Detection with Minimal Annotations using Exemplar Med-DETR

Reducing annotation requirements remains a key challenge in developing robust medical object detectors. To address this, Vision-Language (VL) object d...

Aug 25 2026 2608.24281v1
Predicting Multiple Clinical Outcomes Related to Functional Recovery and Social Isolation Among Older Adults After Lower-Limb Fracture or Hip Replacement

Older adults recovering after lower-limb fracture or hip replacement may experience complex recovery trajectories. Most of the time, these clinical as...

Aug 24 2026 2608.23531v1
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