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MedPMC

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Models

All models matching “MedPMC”
Yale-BIDS-Chen /medpmc-clip-l-14_jun24_v1zero-shot-image-classificationopen_clip0 likes213 downloads2mo agoHugging FaceYale-BIDS-Chen /medpmc-multi-fig-separation-yolov10object-detectionultralytics0 likes43 downloads2mo agoHugging FaceYale-BIDS-Chen /medpmc-screening-biolinkbert-caption-onlytext-classification0 likes9 downloads4mo agoHugging FaceYale-BIDS-Chen /medpmc-screening-pubmedbert-caption-referencetext-classification0 likes7 downloads2mo agoHugging FaceYale-BIDS-Chen /medpmc-caption-separation-internvl-2.5-4b-mpoimage-text-to-text0 likes7 downloads2mo agoHugging FaceYale-BIDS-Chen /medpmc-screening-pubmedbert-caption-onlytext-classification0 likes3 downloads2mo agoHugging FaceYale-BIDS-Chen /medpmc-screening-biolinkbert-caption-referencetext-classification0 likes2 downloads4mo agoHugging FaceYale-BIDS-Chen /medpmc-screening-bioformer-8l-caption-referencetext-classification0 likes2 downloads4mo agoHugging Face

Datasets

All datasets matching “MedPMC”
Yale-BIDS-Chen /medpmc-11m-dataset_jun24_baseline MedPMC WebDataset MedPMC is a large-scale medical image-text dataset curated from articles in the PubMed Central (PMC) collection. This release contains approximately 11 million image-text pairs collected from the June 2024 PMC baseline. MedPMC is an ongoing effort, and future releases will continue to expand the dataset with newly published literature, improved annotations, and additional resources. This dataset is presented in the paper MedPMC: A Systematic Framework for… See the full description on the dataset page: https://huggingface.co/datasets/Yale-BIDS-Chen/medpmc-11m-dataset_jun24_baseline.imagezero-shot-image-classification1M<n<10M3 likes3.9k downloads2mo agoHugging FaceYale-BIDS-Chen /medpmc-screening-dataset MedPMC Initial Screening Training/Test Datasets Overview This dataset contains the annotations used for the initial screening stage of the MedPMC framework, which aims to identify clinically relevant medical images from biomedical literature. The training and validation sets are automatically curated using GPT-4o. The test set is manually annotated. For details on dataset construction, annotation guidelines, and the overall MedPMC pipeline, please refer to our… See the full description on the dataset page: https://huggingface.co/datasets/Yale-BIDS-Chen/medpmc-screening-dataset.image10K<n<100K0 likes105 downloads4mo agoHugging FaceYale-BIDS-Chen /medpmc-multi-fig-detection-dataset MedPMC Multipanel Figure Detection Training/Test Datasets Overview This dataset contains the annotations used for the multipanel figure detection stage of the MedPMC framework. The task is to identify whether a biomedical figure is a multipanel, or compound, figure. This stage supports downstream subfigure extraction and caption alignment by separating figures that contain multiple visual panels from standalone figures. The training and validation sets combine… See the full description on the dataset page: https://huggingface.co/datasets/Yale-BIDS-Chen/medpmc-multi-fig-detection-dataset.image10K<n<100K0 likes65 downloads4mo agoHugging FaceZi-Ang /medpmcoa Dataset Card for Dataset Name This dataset card aims to be a base template for new datasets. It has been generated using this raw template. Dataset Details Dataset Description Curated by: [More Information Needed] Funded by [optional]: [More Information Needed] Shared by [optional]: [More Information Needed] Language(s) (NLP): [More Information Needed] License: [More Information Needed] Dataset Sources [optional] Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/Zi-Ang/medpmcoa.image1K<n<10K0 likes3 downloads2y agoHugging Face