Sara Poce
Biomedical Engineer · PhD Candidate
AI-based patent analysis & management in life sciences
Biomedical Engineer · PhD Candidate
AI-based patent analysis & management in life sciences
I am a PhD Candidate in Tecnologie e Innovazione nella Medicina at the Università degli Studi del Molise. My research focuses on building AI-based tools for patent analysis, management, classification, and retrieval in the life sciences domain.
My current research focuses on the usage of XAI (explainable AI) techniques for the patent classification task, making the model’s decision process more interpretable, and building user trust.
I hold a MSc and BSc in Biomedical Engineering from Politecnico di Milano. I also worked as a Guided Surgery Specialist Intern, supporting 3D workflows for implant-prosthetic planning and surgical guides.
EosMedTech
Contributed to corporate communication and company presentation initiatives, delivered an oral presentation at the Talentis GI Start-Up Program, and supported research and development activities in artificial intelligence applied to healthcare data.
Università degli Studi del Molise
Research on AI-based tools for patent analysis, management, classification, and retrieval in life sciences, with interest in explainable and multimodal approaches.
IDI EVOLUTION
Technical evaluation of implant-prosthetic projects and 3D design of regenerative grids, surgical guides, and prosthetic components (PlastyCAD, Materialise Magics). Supported 3D workflow logistics and Real Guide assistance.
Politecnico di Milano · 107/110
Thesis: innovative device for end-to-end vascular anastomosis (IRCCS Humanitas collaboration). Solid mechanics and CFD simulations in COMSOL; prototype in SolidWorks; SLA 3D printing and preliminary testing.
Politecnico di Milano · 89/110
Thesis: foot characterization in obese subjects using baropodometric platform; statistical analysis in MATLAB (P-Walk data).
Liceo Scientifico A. Romita
Sara Poce, Gianni Cerro
Sara Poce , Chiara Carissimo, Gianni Cerro, Tommaso Di Libero, Annalisa D'Ermo, Angelo Rodio
Annalisa D'Ermo, Angelo Rodio, Angela Marie Abbatecola, Chiara Carissimo, Sara Poce, Gianni Cerro, Cecilia Provenzale, Tommaso Di Libero
Chiara Carissimo, Gianni Cerro, Sara Poce, Giorgio de Alteriis, Federico Gargiulo, Rosario Schiano Lo Moriello, Marco Carratù, Consolatina Liguori, Vincenzo Gallo