3D tissue segmentation, modelling and deformation

3D tissue segmentation, modelling and deformationFrom pre-operative to intra-operative image analysis

July 20th – 24th 20209:30 am - 5:30 pmThe course will be held online

Organizers:Prof. Elena De MomiDEIB, Politecnico di Milano elena.demomi@polimi.itDr. Diego Dall’AlbaDCS, Università di Veronadiego.dallalba@univr.itDr. Sara MocciaDII, Università Politecnica delle Marches.moccia@univpm.itDr. Aldo MarzulloDEMACS, Università della Calabriamarzullo@mat.unical.it

Speakers:Dr. Sara MocciaDr. Aldo MarzulloDr. Bodgan MarisHugo Talbot

Theory

Introduction to deep learning –3D anatomical-image segmentation –

Intra-op video analysis –Pre- to intra-op image registration –

SLAM –Biomechanical simulation –

Practice and hands on

Keras library on Google Colab –Python for SLAM –

SOFA framework training –

ATLAS pitches

Students’ challenge –