5 papers
A Lightweight Fiducial-Based Pipeline for 3D Hyperspectral Mapping of ex-vivo Lumpectomy Specimens
Anna Bicchi, Alberto Rota, Leonardo Passoni +5
Hyperspectral Imaging (HSI) is a promising modality for intraoperative assessment of resection margins in Breast-Conserving Surgery (BCS), but its clinical translation requires ali…
Adapting Foundation Models for Annotation-Efficient Adnexal Mass Segmentation in Cine Images
Francesca Fati, Alberto Rota, Adriana V. Gregory +9
Adnexal mass evaluation via ultrasound is a challenging clinical task, often hindered by subjective interpretation and significant inter-observer variability. While automated segme…
Self-Supervised Contrastive Embedding Adaptation for Endoscopic Image Matching
Alberto Rota, Elena De Momi
Accurate spatial understanding is essential for image-guided surgery, augmented reality integration and context awareness. In minimally invasive procedures, where visual input is t…
UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision
Alberto Rota, Mert Kiray, Mert Asim Karaoglu +4
Specular highlights distort appearance, obscure texture, and hinder geometric reasoning in both natural and surgical imagery. We present UnReflectAnything, an RGB-only framework th…
Implementation and Assessment of an Augmented Training Curriculum for Surgical Robotics
Alberto Rota, Ke Fan, Elena De Momi
The integration of high-level assistance algorithms in surgical robotics training curricula may be beneficial in establishing a more comprehensive and robust skillset for aspiring…