Undergraduate Thesis: AI-based Analysis of Clinical Notes
OtherTextDiagnosis
I contributed to an undergraduate thesis focused on AI-based analysis of unstructured clinical notes for diagnostic prediction. My work involved handling free-text data from electronic health records (EHR) and applying machine learning and natural language processing concepts. The experience primarily emphasized labeling and categorizing clinical text for diagnostic support. • Annotated free-text clinical data for use in diagnostic machine learning models
• Identified and classified entities related to medical diagnoses
• Assisted in data preprocessing and labeling protocol development
• Collaborated on AI-driven research for healthcare applications
I contributed to an undergraduate thesis focused on AI-based analysis of unstructured clinical notes for diagnostic prediction. My work involved handling free-text data from electronic health records (EHR) and applying machine learning and natural language processing concepts. The experience primarily emphasized labeling and categorizing clinical text for diagnostic support. • Annotated free-text clinical data for use in diagnostic machine learning models • Identified and classified entities related to medical diagnoses • Assisted in data preprocessing and labeling protocol development • Collaborated on AI-driven research for healthcare applications
2023 - Present