Table 1. Overview of the features used for generation of the twelve SVM models.
The complete Harvard-Oxford cortical brain structure list can be found in S1 Table.
| Simple Model: Lesion Volume | Extended Simple Model: Lesion Volume, Lesion Side, Patient Age, Admission NIHSS |
| MNI Model: % Lesioned Caudate, % Lesioned Cerebellum, % Lesioned Insula, % Lesioned Putamen, % Lesioned Thalamus, % Lesioned Frontal Lobe, % Lesioned Occipetal Lobe, % Lesioned Parietal Lobe, % Lesioned Temporal Lobe, Lesion Side | Extended MNI Model: % Lesioned Caudate, % Lesioned Cerebellum, % Lesioned Insula, % Lesioned Putamen, % Lesioned Thalamus, % Lesioned Frontal Lobe, % Lesioned Occipetal Lobe, % Lesioned Parietal Lobe, % Lesioned Temporal Lobe, Lesion Side, Lesion Volume, Patient Age, Admission NIHSS |
| Harvard-Oxford Subcortical Model: % Lesioned Cerebral White Matter, % Lesioned Cerebral Cortex, % Lesioned Thalamus, % Lesioned Caudate, % Lesioned Putamen, % Lesioned Pallidum, % Lesioned Hipposcampus, % Lesioned Amygdala, % Lesioned Accumbens, % Lesioned Brain Stem, Lesion Side | Extended Harvard-Oxford Subcortical Model: % Lesioned Cerebral White Matter, % Lesioned Cerebral Cortex, % Lesioned Thalamus, % Lesioned Caudate, % Lesioned Putamen, % Lesioned Pallidum, % Lesioned Hipposcampus, % Lesioned Amygdala, % Lesioned Accumbens, % Lesioned Brain Stem, Lesion Side, Lesion Volume, Patient Age, Admission NIHSS |
| Harvard-Oxford Cortical Model: % Lesioned Frontal Pole, % Lesioned Insular Cortex, …, Lesion Side | Extended Harvard-Oxford Cortical Model: % Lesioned Frontal Pole, % Lesioned Insular Cortex, …, Lesion Side, Lesion Volume, Patient Age, Admission NIHSS |
| Problem-specific Model: % Lesioned VOI1, % Lesioned VOI2, % Lesioned VOI3, % Lesioned VOI4, Lesion Side | Extended Problem-specific Model: % Lesioned VOI1, % Lesioned VOI2, % Lesioned VOI3, % Lesioned VOI4, Lesion Side, Lesion Volume, Patient Age, Admission NIHSS |
| VLSM Model: Lesion t-score sum, Lesion Side | Extended VLSM Model: Lesion t-score sum, Lesion Side, Lesion Volume, Patient Age, Admission NIHSS |