Publications (6)
Touchless Intraoperative Image Access System Based on Vision-Based Hand Tracking
Yin Lin, Domenico Aquino, Alberto Redaelli +3
Touchless interaction with medical images is becoming increasingly important in the surgical field, where sterility and continuity of the operational workflow are essential require…
Radiomics- and Clinical Feature-Driven Prediction of Volumetric Response in Skull-Base Meningioma after CyberKnife Radiosurgery
Yin Lin, Elena De Martin, Giacomo Conte +6
Skull-base meningiomas are often characterized by favorable long-term prognosis, yet their anatomical complexity and proximity to critical neurovascular structures make treatment s…
Age Group Discrimination via Free Handwriting Indicators
Eugenio Lomurno, Simone Toffoli, Davide Di Febbo +3
The growing global elderly population is expected to increase the prevalence of frailty, posing significant challenges to healthcare systems. Frailty, a syndrome associated with ag…
Glioblastoma Overall Survival Prediction With Vision Transformers
Yin Lin, Riccardo Barbieri, Domenico Aquino +5
Glioblastoma is one of the most aggressive and common brain tumors, with a median survival of 10-15 months. Predicting Overall Survival (OS) is critical for personalizing treatment…
A Scalable AI-Powered System for Explainable Machine Learning Pipelines in Brain Tumor
Yin Lin, Elena De Martin, Giacomo Conte +6
The paper introduces a web‑based visual analytics platform that integrates cohort management, radiomic feature extraction, and guarded inference with pre‑trained machine learning m…
Automatic Cough Analysis for Non-Small Cell Lung Cancer Detection
Chiara Giangregorio, Cristina Maria Licciardello, Vanja Miskovic +7
Early detection of non-small cell lung cancer (NSCLC) is critical for improving patient outcomes, and novel approaches are needed to facilitate early diagnosis. In this study, we e…