ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders.
Shawn XuLin YangChristopher KellyMarcin SieniekTimo KohlbergerMartin MaWei-Hung WengAttila KiralySahar KazemzadehZakkai MelamedJungyeon ParkPatricia StrachanYun LiuChuck LauPreeti SinghChristina ChenMozziyar EtemadiSreenivasa Raju KalidindiYossi MatiasKatherine ChouGregory S. CorradoShravya ShettyDaniel TseShruthi PrabhakaraDaniel GoldenRory PilgrimKrish EswaranAndrew SellergrenPublished in: CoRR (2023)
Keyphrases
- x ray
- language model
- general purpose
- language modeling
- x ray images
- n gram
- intraoperative
- document retrieval
- probabilistic model
- medical imaging
- query expansion
- digital x ray images
- information retrieval
- speech recognition
- language modelling
- test collection
- vision system
- retrieval model
- ct scans
- computer vision
- three dimensional
- electron microscopy
- tomographic images
- statistical language models
- medical images
- image analysis
- projection images
- language models for information retrieval
- translation model
- electron beam
- metal oxide
- transmission electron microscopy
- relevance model
- guide wire
- statistical language modeling
- multi modal