ICTAI 2022 - Best Student Paper Award - The repository for my thesis at the University of Patras
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Updated
Feb 18, 2025 - Jupyter Notebook
#
side-effect-prediction
Here are 3 public repositories matching this topic...
End-to-end pipeline mapping atopic dermatitis (AD) genetic risk to drug-repurposing candidates, with safety annotation. Combines population-genetics evidence (GWAS → TWAS) with perturbational transcriptomics (LINCS L1000) and multi-source pharmacovigilance to produce a ranked, safety-flagged list of repurposing leads.
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Jun 24, 2026 - Jupyter Notebook
An NLP-based system that analyzes patient drug reviews to extract symptoms, side effects, sentiment, treatment response, and medical conditions, with ML-based condition classification.
nlp machine-learning sentiment-analysis frontend flask-application tf-idf tokenization model-evaluation lemmatization text-preprocessinig drug-effectiveness negation-detection treatment-response side-effect-prediction medical-condition-prediction symptom-extraction
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Aug 30, 2026
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