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http://hdl.handle.net/10609/152020
Title: | Fine-tuning of Advanced Vision Language Models for Peripheral Blood Cell Image Analysis |
Author: | Ruiz Martínez, Laura |
Director: | Alférez, Santiago |
Abstract: | This thesis investigates the application of vision-language models (VLMs) for automated morphological analysis of peripheral blood cells. While manual microscopic analysis remains the gold standard in hematological diagnosis, it is time-consuming and subject to inter-observer variability. This work aims to develop and evaluate fine-tuned VLMs capable of generating accurate morphological descriptions of blood cells from microscopic images. |
Keywords: | VLM, LLM, AI |
Document type: | info:eu-repo/semantics/masterThesis |
Issue Date: | Jan-2025 |
Publication license: | http://creativecommons.org/licenses/by-nc-sa/3.0/es/ ![]() |
Appears in Collections: | Trabajos finales de carrera, trabajos de investigación, etc. |
Files in This Item:
File | Size | Format | |
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Thesis_Msc_Bioinformatics_and_Biostatistics___Laura_Ruiz.pdf | 4,52 MB | Adobe PDF | View/Open |
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