AlexCrimiProbably one of the works I am mostly proud from my team against #brain #tumor! Out now on Nature Communication bio:
https://www.nature.com/articles/s42003-024-06119-3
Practically we predict via simple #machinelearning brain rewiring after #surgery and recovery, hopefully allowing brainsurgeons better planning to reduce aphasia and motor deficits. Moreover we investigated whether the functional signal inside oedema and other cancer tissues has a meaning.
Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations - Communications Biology
A multimodal MRI study analyzes how signals within brain tumors shape the organization of brain networks and predict surgical outcomes with simple machine learning methods.