RTLucassen/flan-t5-large-finetuned-melanocytic-lesion-reports

Model Card for FLAN-T5-LARGE finetuned for subsentence segmentation on melanocytic lesion reports

A language model for segmenting English melanocytic lesion pathology report sentences into subsentences based on the information content.

Model Details

This repository contains a HuggingFace's transformers implementation of a subsentence segmentation model. The model was finetuned from FLAN-T5-LARGE on 1,500 melanocytic lesion pathology reports at sentence level. The supporting code is available from the corresponding GitHub repository. We refer to the paper for more information regarding the dataset, finetuning, evaluation, and limitations.

• —*Paper: "Preprocessing Pathology Reports for Vision-Language Modelling"***
• —Repository: GitHub
• —Finetuned from model: FLAN-T5-LARGE
• —License: Apache-2.0