Livia Lilli interacted with
Gemelli Generator RWD, Gemelli IRCCS (Rome) — data scientist / lead AI eng
Papers · 17
- A Real-Time Clinical Text Information Extractor via LLM.
- From Report to Record: Prompt-Based Information Extraction from Gynecology Oncology Reports Using LLMs.
- Digital GO: A Clinical Decision-Support Dashboard for Gynecologic Oncology Tumor Board.
- GO–digital: prompt-based information extraction from gynecologic oncology reports using llms and a clinical decision-support dashboard
- Natural language processing as consultation service platform or clinical decision support system in gynecologic oncology: a systematic review.
- Identification of clinical phenotypes and disease trajectories in SLE using AI through a natural language processing framework.
- Segmentation Matters: Exploring LLM-Based Strategies for Temporal Clinical Event Identification in Oncology Reports
- Benchmarking Large Language Models for Italian Medical Text Classification: Are Generative Models the Best Choice?
- Leveraging ChatGPT-4 for Evidence Synthesis: A Case Study on the Use of a Large Language Model in a Systematic Review.
- Prediction of 1-Year Activity in Systemic Lupus Erythematosus: Hierarchical Machine Learning Approach
- Privacy in Italian Clinical Reports: A NLP-Based Anonymization Approach
- Improving Clinical Report Classification with Sentence Boundary Detection
- Gemelli SLE Data Mart: A Real World Evidence Framework for the Evolution of Systemic Lupus Erythematousus Patients.
- MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers
- Mamma Mia! Where's My Name? De-Identifying Italian Clinical Notes with Large Language Models
- Prompting Large Language Models for Italian Clinical Reports: A Benchmark Study
- A Calibrated Multiexit Neural Network for Detecting Urothelial Cancer Cells