PubMed Central
PulseAugur coverage of PubMed Central — every cluster mentioning PubMed Central across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
-
Study: 89% of biomedical papers show LLM-assisted writing by 2025
A new study utilizing an unbiased approach to estimate LLM usage in academic writing suggests that by the end of 2025, a significant majority of biomedical publications will show signs of LLM-assisted content. Researche…
-
New dataset and LLM pipeline analyze AI's impact on biomedical journals
Researchers have developed BioMedJImpact, a new dataset and pipeline designed to analyze the impact of artificial intelligence (AI) on biomedical journals. The dataset, derived from over 1.74 million articles across 2,7…
-
LLMs reshape scientific exploration, collaboration, and labor division
A new study analyzing scientific publication data from 2022 onwards reveals that the widespread adoption of large language models (LLMs) has coincided with a significant reorganization of scientific research. Scientists…
-
MedPMC framework creates high-fidelity medical multimodal datasets from literature
Researchers have developed MedPMC, a framework designed to create high-fidelity medical multimodal datasets from scientific literature. This system processes millions of articles from PubMed Central to curate image-text…
-
MedPMC framework scales medical image-text data for foundation models
Researchers have developed MedPMC, a framework designed to systematically scale high-fidelity medical multimodal data for foundation models. This automated system processes permissively licensed literature from PubMed C…
-
AI-generated citations found in thousands of biomedical papers
A recent study published in The Lancet revealed a significant increase in AI-fabricated citations within biomedical journal articles. Researchers developed an AI-powered system to analyze over 2.4 million papers, identi…
-
AI hallucinations insert fake citations into scientific papers
AI tools are increasingly inserting fabricated references into academic papers, a phenomenon that risks undermining the scientific process. A study of biomedical literature found over 4,000 fake citations across nearly …
-
Developer benchmarks RAG pipelines on Indian health literature
A developer is building a system to benchmark retrieval-augmented generation (RAG) pipelines using Indian public health literature. The platform will compare three AI retrieval methods on approximately 9,000 research pa…
-
Medical thinking with multiple images
Researchers have developed MIRAGE, a system designed to aid medical education by retrieving and generating multimodal medical images and texts. MIRAGE utilizes a fine-tuned CLIP model (MedICaT-ROCO) and a diffusion mode…
-
New AI models and datasets advance vision-language capabilities in ophthalmology and surgery
Researchers have introduced PubMed-Ophtha, a new dataset comprising over 100,000 ophthalmology image-caption pairs extracted from scientific literature. This dataset aims to address the scarcity of high-quality data for…
-
New research tackles LLM hallucinations with novel methods and benchmarks
Multiple research papers released on arXiv address the challenge of hallucinations in large language and vision-language models. One paper introduces In-Context Visual Contrastive Optimization (IC-VCO) to mitigate multi…