Usability and Clinical Effectiveness of an Interpretable Deep Learning Framework for Post-Hepatectomy Liver Failure Prediction

Conditions

• Post-hepatectomy Liver Failure
• Hepatocellular Carcinoma
• Artificial Intelligence

Interventions

• OTHER: The explanation of deep learning framework (VAE-MLP) , including counterfactual explanations and layerwise relevance propagation
• OTHER: The model prediction
• OTHER: The model prediction and the explanation of deep learning framework (VAE-MLP) , including counterfactual explanations and layerwise relevance propagation

Sponsor

Maastricht University

Collaborators

• [object Object]