Course
Natural Language Processing
Machines that read, write and represent language.
Clinical NLP
- Can deep learning use a whole hospital record to predict outcomes?
- Can language models find social needs hidden in doctors' notes?
- Can ChatGPT turn messy pathology reports into clean data?
- Can better prompts make GPT good at spotting medical terms?
- Does pretraining BERT on hospital notes help it link medical terms?
- + 5 more →
Language models
- Does pre-training BERT on biomedical papers help it read biology?
- Do bigger language models understand clinical notes better?
- Can a language model learn useful features from protein sequences?
- Can fine-tuned language models draft replies to patient messages?
- Can a fine-tuned open LLM assign hospital billing codes from notes?
- + 2 more →
Biomedical text mining
- Can one model find diseases, genes and how they relate in text?
- Does training on many biomedical datasets at once improve NER?
- Can expert models for each entity type help each other tag biomedical text?
- Better tagging of gene and protein names in biology papers
- Does adding neighbouring-word context improve biomedical NER?
- + 1 more →