Table II.

Performance comparison of individual classification methods to predict the occurrence of postoperative deficit.

Function		DWI-MAP	DWI-MAP+ADFD		RecoBundles	DCNN tract classification
Motor deficit	Face motor	0.88	0.90	Face motor	0.95	0.98
	Hand motor	1.00	0.98	Hand motor	0.93	0.98
	Leg motor	0.98	1.00	Foot motor	1.00	1.00
Language deficit	Broca’s-Wernicke’s	0.88	0.83	Expressive-aphasia (auditory naming)	0.83	0.83
	Broca’s-Premotor	0.93	0.95	Expressive-aphasia (visual naming)	0.90	0.98
	Wernicke’s-Premotor	0.90	0.90	Receptive-aphasia	0.75	0.88
	Wernicke’s-Parietal	0.93	0.88	Speech-arrest	0.85	0.85
	Premotor-Parietal	0.83	0.85
Visual deficit	Primary visual pathway	0.78	0.85	Phosphene	0.88	0.93
				Distortion	0.80	0.88