Latest AI and machine learning research in pneumonia for healthcare professionals.
Structured radiology reporting promises faster, more consistent communication than free text, but au...
Understanding the stability of microbial community assembly on coral reefs is crucial for determinin...
Safe predictions are a crucial requirement for integrating predictive models into clinical decision ...
Background and aims Population screening for liver disease in high-risk groups is recommended. Commu...
Deep learning models can identify racial identity with high accuracy from chest X-ray (CXR) recordin...
Radiologists highly desire fully automated AI for radiology report generation (R2G), yet existing ap...
Counterfactual generation for chest X-rays (CXR) aims to simulate plausible pathological changes whi...
Long-tailed class distributions pose a significant challenge for multi-label chest X-ray (CXR) class...
Large language models (LLMs) are increasingly used by the public to seek health information, yet the...
Mapping of T cell receptors (TCRs) to their cognate MHC-presented peptides (pMHC) is central for the...
Machine learning holds promise for advancing clinical decision support, yet it remains unclear when ...
Automated radiology report generation using vision-language models (VLMs) is limited by the risk of ...
Despite advances in machine learning-based medical image classifiers, the safety and reliability of ...
Foundation models for medical imaging are typically pretrained on increasingly large datasets, follo...
Computer-aided diagnosis (CAD) has significantly advanced automated chest X-ray diagnosis but remain...
Chest X-ray (CXR) interpretation is hindered by the long-tailed distribution of pathologies and the ...
Medical Vision Language Models (VLMs) can change their answers when clinicians rephrase the same que...
Multimodal Large Language Models (MLLMs) deliver detailed responses on vision-language tasks, yet re...
The COVID-19 pandemic has presented severe challenges in understanding and predicting the spread of ...
Large vision-language models (VLMs) have evolved from general-purpose applications to specialized us...
The SARS-CoV-2 Delta variant (B.1.617.2), initially classified as a variant of concern due to its en...