Work

HistoChat: Instruction-Tuning Multimodal Vision Language Assistant for Colorectal Histopathology on Limited Data

Year: 2024

Type: article

Abstract: The following files are provided Code (Environment creation files, image data generation code, training and inference code for HistoChat). Train and test dataset (images are provided for the test set, train images can be made using the given code). Trained model weights.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.13769741

Author: Afzaal, Usman

Institutions: Virginia Tech - Wake Forest University School of Biomedical Engineering & Sciences, Wake Forest University

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6893074348

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