Reasoning over TKGs has two challenges: 1.

We include all our annotations and extracted landmarks. This ensures that we uphold the highest standards of ethical data usage. In Table A1, we summarize the severity label distribution in Y ouTubePD. We also summarize the demographic distribution in Y ouTubePD, split between PD-positive and healthy control (HC), or PD-negative, subjects. This decision is based on the clinician's suggestion, since an accurate UPDRS facial expression rating would require more This strategy also allows for a finer classification.

The healthcare and AI communities have witnessed a growing interest in the development of AI-assisted systems for automated diagnosis of Parkinson's Disease

Computing gradients through backpropagation is crucial to the success of modern deep neural networks.

Performance is evaluated by measuring top-1 accuracy.

This intervention significantly improves the performance of LLaMA models on the TruthfulQA benchmark.