A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models.
Namu ParkKevin LybargerGiridhar Kaushik RamachandranSpencer LewisAashka DamaniÖzlem UzunerMartin L. GunnMeliha YetisgenPublished in: CoRR (2024)
Keyphrases
- medical imaging
- language model
- information extraction
- manually annotated
- relation extraction
- information retrieval
- language modeling
- medical images
- x ray
- document level
- medical image processing
- image registration
- image segmentation
- free text
- multiword
- speech recognition
- document retrieval
- natural language processing
- probabilistic model
- n gram
- statistical language models
- anatomical structures
- image processing and analysis
- image analysis
- query expansion
- text mining
- named entity recognition
- named entities
- language modelling
- remote sensing
- biomedical engineering
- question answering
- context sensitive
- test collection
- vector space model
- retrieval model
- computer vision
- semi structured
- image processing
- image guided surgery
- imaging modalities
- query terms
- document ranking
- natural language
- machine translation
- translation model
- hand crafted
- smoothing methods
- relevant documents
- web documents
- text documents
- volumetric data
- pattern recognition
- keywords
- relevance model
- bayesian networks
- statistical language modeling