Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports
Published in MCHM ’24: Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024
BURExtract-Llama extracts structured clinical information from breast ultrasound reports using a Llama 3–8B model fine-tuned on GPT-4-generated annotations. It achieves an average F1 score of 84.6% on clinician-annotated reports, comparable to GPT-4, while supporting lower-cost, in-house deployment.
Bridging the EHR Divide: Asymmetric Contrastive Learning for Cross-National Medical Representation Transfer
Published in NeurIPS 2026 GenAI4Health Workshop (Accepted, Poster), 2026
This paper introduces Asymmetric SupCon, a task-specific contrastive pre-training objective for cross-national EHR representation transfer. Pre-trained on longitudinal records from 3.98 million Taiwanese NHIRD patients, the models improve over random initialization on MIMIC-IV and demonstrate strong few-shot disease-prediction performance on EHRSHOT.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.