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http://hdl.handle.net/10609/152020
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DC Field | Value | Language |
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dc.contributor.author | Ruiz Martínez, Laura | - |
dc.date.accessioned | 2025-02-04T14:19:57Z | - |
dc.date.available | 2025-02-04T14:19:57Z | - |
dc.date.issued | 2025-01 | - |
dc.identifier.uri | http://hdl.handle.net/10609/152020 | - |
dc.description.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. | en |
dc.format.mimetype | application/pdf | ca |
dc.language.iso | eng | ca |
dc.publisher | Universitat Oberta de Catalunya (UOC) | ca |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/3.0/es/ | - |
dc.subject | VLM, LLM, AI | en |
dc.title | Fine-tuning of Advanced Vision Language Models for Peripheral Blood Cell Image Analysis | ca |
dc.type | info:eu-repo/semantics/masterThesis | ca |
dc.contributor.director | Alférez, Santiago | - |
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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