Automated clinical coding using off-the-shelf large language models — HN submission

Tue, 07 May 2024 09:52:48 GMT

Automated Medical Coding with LLMs

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Automated clinical coding using off-the-shelf large language models — mentioned by extasia

Mon, 06 May 2024 17:40:04 GMT

They're poor at recollecting the exact descriptions of the ~150,000 ICD codes, which is why these other approaches [1,2] give the known information (codes) in some way to the model and let it do the task of _assigning_ them to discharge notes, which is the hard part of the task!. (Disclaimer: I am an author of one of these papers) 1. https://arxiv.org/abs/2311.13735 2. https://arxiv.org/abs/2310.06552

Paper and discussion history. A mention is not an endorsement.

Automated clinical coding using off-the-shelf large language models · HackerPapers discussions

Automated clinical coding using off-the-shelf large language models — HN submission

Automated clinical coding using off-the-shelf large language models — mentioned by extasia