Search Results for author: Cedric Donié

Found 2 papers, 1 papers with code

Predictive Model Development to Identify Failed Healing in Patients after Non-Union Fracture Surgery

no code implementations17 Apr 2024 Cedric Donié, Marie K. Reumann, Tony Hartung, Benedikt J. Braun, Tina Histing, Satoshi Endo, Sandra Hirche

To demonstrate the effectiveness of ML in identifying candidates at risk of failed non-union healing, we applied three ML models (logistic regression, support vector machine, and XGBoost) to the clinical dataset TRUFFLE, which includes 797 patients with long bone non-union.

regression

Time Series Classification for Detecting Parkinson's Disease from Wrist Motions

1 code implementation21 Apr 2023 Cedric Donié, Neha Das, Satoshi Endo, Sandra Hirche

Parkinson's disease (PD) is a neurodegenerative condition characterized by frequently changing motor symptoms, necessitating continuous symptom monitoring for more targeted treatment.

Time Series Time Series Classification

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