- 👋 Hi, I’m Josip Vrdoljak MD, PhD
- Daily work on GitLab acc: https://gitlab.com/Vrda
- I am also finishing a degree in AI (International University of Applied Sciences, Berlin).
- 👀 I’m interested in AI-related research and applications in medicine/healthcare.
- 🤖 (https://www.kaggle.com/josipvrdoljak)
- 📫 How to reach me [email protected]
- You can check out my research at google schoolar: https://scholar.google.hr/citations?hl=en&user=3EIpxdoAAAAJ&view_op=list_works&gmla=AJsN-F4Osl28iXRx_LxE9ts8s3K4-tT7UgiHXeJW2YH6vI3ntAIYJgt1Kt1oqoD_Z4dkYg7RTzQ_7TaLd6arbfA2mmJDoOK8RPAvAWf2ehWUpEJgwxHqOUs
- Latest papers: https://www.mdpi.com/2072-6694/15/3/634 (Applying Explainable Machine Learning Models for Detection of Breast Cancer Lymph Node Metastasis in Patients Eligible for Neoadjuvant Treatment)
- https://www.mdpi.com/2072-6694/15/8/2400 (The Role of AI in Breast Cancer Lymph Node Classification: A Comprehensive Review)
- https://www.nature.com/articles/s41598-024-63513-x (Applying an explainable machine learning model might reduce the number of negative appendectomies in pediatric patients with a high probability of acute appendicitis)
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Applying-Explainable-Machine-Learning-Models-for-Detection-of-Breast-Cancer-Lymph-Node-Metastasis
Applying-Explainable-Machine-Learning-Models-for-Detection-of-Breast-Cancer-Lymph-Node-Metastasis PublicThis repository contains the model utilized for the study "Applying Explainable Machine Learning Models for Detection of Breast Cancer Lymph Node Metastasis in Patients Eligible for Neoadjuvant Tre…
Python 3
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Time-series-classification-1dCNN-
Time-series-classification-1dCNN- PublicImplementation of 1D-cNN architecture from the following paper: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675938/
Jupyter Notebook 5
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AI_research_agent
AI_research_agent PublicAgent based on langchain and openAI's api, that searches and scrapes the web, then summarizes and retrieves relevant information.
Python 1
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Medical-Research-Agent
Medical-Research-Agent PublicAI research agent that scrapes searches the web for relevant articles on PubMed and summarizes research on a certain topic.
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Medical-RAG-showcase
Medical-RAG-showcase PublicShowcase example code for the paper "A Review of Large Language Models in Medical Education, Clinical Decision Support, and Healthcare Administration"
Jupyter Notebook
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Evaluating-Large-Language-and-Large-Reasoning-Models-as-Decision-Support-Tools-in-Medicine
Evaluating-Large-Language-and-Large-Reasoning-Models-as-Decision-Support-Tools-in-Medicine PublicData repo for a research paper titled:
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