pneumonia
PulseAugur coverage of pneumonia — every cluster mentioning pneumonia across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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ResNet50 outperforms VGG models in lung disease classification from X-rays
Researchers have explored the effectiveness of deep learning models VGG16, VGG19, and ResNet50 for classifying lung diseases from X-ray images. The study trained these models on a large dataset of X-ray images to identi…
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MIT develops rapid pneumonia breath test and advanced robotic dexterity
Researchers at MIT have developed a new breath test capable of diagnosing pneumonia and other lung conditions in minutes by detecting specific biomarkers with nanoparticles. Separately, advancements in ultrasound imagin…
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MLLM agents show promise in zero-shot disease diagnosis, but clinical deployment remains distant
A pilot study published on arXiv explores the capability of multimodal large language models (MLLMs) to distinguish between visually similar diseases in a zero-shot setting. Researchers introduced a multi-agent framewor…
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New benchmark reveals LLMs struggle with diagnostic uncertainty in clinical text
A new benchmark has been developed to evaluate how well large language models (LLMs) preserve diagnostic uncertainty in clinical text. Researchers found that current LLMs often fail to maintain the original level of unc…
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AI model CoughSense classifies five respiratory diseases from coughs
Researchers have developed CoughSense, a system designed to classify respiratory diseases from cough recordings using AI. The system fine-tunes OpenAI's Whisper encoder and employs a dual-encoder cross-attention fusion …
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New Graph Transformer Model Achieves High Accuracy in Lung Inflammation Classification
A research paper introduces a novel deep learning architecture for classifying silicosis and pneumonia using chest X-rays. The approach integrates graph transformer networks with traditional deep neural networks and emp…