Table 4.
Influential features and their descriptions for mortality prediction.
| Feature number | Category | Description |
|---|---|---|
| 1 | Resting connectivity | Sensorimotor_precentral, frontal_L |
| 2 | Resting connectivity | Sensorimotor_precentral, sensorimotor_L |
| 3 | Resting connectivity | Sensorimotor_precentral, attentional_LRanterior |
| 4 | Resting connectivity | Auditory, frontal_L |
| 5 | Resting connectivity | Auditory, sensorimotor_superior |
| 6 | Resting connectivity | Auditory, default_mode_LRanterior |
| 7 | Resting connectivity | Frontal_L, basal_ganglia |
| 8 | Resting connectivity | Frontal_L, sensorimotor_R |
| 9 | Resting connectivity | Frontal_L, sensorimotor_LR |
| 10 | Resting connectivity | Frontal_L, visual_LR |
| 11 | Resting connectivity | Frontal_L, frontal_R |
| 12 | Resting connectivity | Frontal_L, frontal_LR |
| 13 | Resting connectivity | Frontal_L, sensorimotor_superior |
| 14 | Resting connectivity | Frontal_L, attentional_R |
| 15 | Resting connectivity | Frontal_L, attentional_LRposterior |
| 16 | Resting connectivity | Frontal_L, attentional_superior |
| 17 | Resting connectivity | Basal_ganglia, frontal_R |
| 18 | Resting connectivity | Basal_ganglia, frontal_Ranterior |
| 19 | Resting connectivity | Basal_ganglia, attentional_LRanterior |
| 20 | Resting connectivity | Basal_ganglia, default_mode_LRanterior |
| 21 | Resting connectivity | Sensorimotor_L, sensorimotor_R |
| 22 | Resting connectivity | Sensorimotor_L, frontal_R |
| 23 | Resting connectivity | Sensorimotor_L, frontal_Ranterior |
| 24 | Resting connectivity | Sensorimotor_L, visual_posterior |
| 25 | Resting connectivity | Sensorimotor_L, attentional_R |
| 26 | Resting connectivity | Sensorimotor_R, attentional_Lsuperior |
| 27 | Resting connectivity | Sensorimotor_R, attentional_LRanterior |
| 28 | Resting connectivity | Sensorimotor_R, sensorimotor_superior |
| 29 | Resting connectivity | Sensorimotor_R, attentional_R |
| 30 | Resting connectivity | Sensorimotor_R, default_mode_LRanterior |
| 31 | Resting connectivity | Default_mode_anterior, frontal_LR |
| 32 | Resting connectivity | Default_mode_anterior, default_mode_LRanterior |
| 33 | Resting connectivity | Attentional_L, frontal_R |
| 34 | Resting connectivity | Attentional_L, frontal_LR |
| 35 | Resting connectivity | Attentional_L, frontal_Ranterior |
| 36 | Resting connectivity | Attentional_L, attentional_LRanterior |
| 37 | Resting connectivity | Attentional_L, sensorimotor_superior |
| 38 | Resting connectivity | Sensorimotor_LR, frontal_R |
| 39 | Resting connectivity | Sensorimotor_LR, attentional_LRanterior |
| 40 | Resting connectivity | Visual_LR, frontal_R |
| 41 | Resting connectivity | Frontal_R, frontal_LR |
| 42 | Resting connectivity | Frontal_R, default_mode_posterior |
| 43 | Resting connectivity | Frontal_R, attentional_Lsuperior |
| 44 | Resting connectivity | Frontal_R, default_mode_medial |
| 45 | Resting connectivity | Frontal_R, attentionaljranterior |
| 46 | Resting connectivity | Visual, attentional_LRanterior |
| 47 | Resting connectivity | Visual, sensorimotor_superior |
| 48 | Resting connectivity | Visual, default_mode_lranterior |
| 49 | Resting connectivity | Frontal_LR, visual_LR |
| 50 | Resting connectivity | Frontal_LR, attentional_LRanterior |
| 51 | Resting connectivity | Visual_LR, attentional_LRanterior |
| 52 | Resting connectivity | Visual_LR, sensorimotor_superior |
| 53 | Resting connectivity | Frontal_Ranterior, attentional_LRanterior |
| 54 | Resting connectivity | Frontal_Ranterior, attentional_superior |
| 55 | Resting connectivity | Default_mode_posterior, attentional_LRanterior |
| 56 | Resting connectivity | Default_mode_posterior, sensorimotor_superior |
| 57 | Resting connectivity | Attentional_Lsuperior, sensorimotor_superior |
| 58 | Resting connectivity | Default_mode_medial, attentional_LRanterior |
| 59 | Resting connectivity | Attentional_LRanterior, visual_posterior |
| 60 | Resting connectivity | Attentional_LRanterior, attentional_R |
| 61 | Resting connectivity | Attentional_LRanterior, attentional_LRposterior |
| 62 | Resting connectivity | Attentional_R, default_mode_LRanterior |
| 63 | Clinical | Age |
| 64 | FA | Cerebellum |
| 65 | FA | Cerebellum |
| 66 | FA | Brainstem |
| 67 | FA | Cerebellum |
| 68 | FA | Cerebellum |
| 69 | FA | Cerebellum |
| 70 | FA | Cerebellum |
| 71 | FA | Cerebellum |
| 72 | FA | Cerebellum |
| 73 | FA | Occipitofrontal fasciculus |
| 74 | FA | Inferior longitudinal fasciculus |
| 75 | FA | Occipitofrontal fasciculus |
| 76 | FA | Occipitofrontal fasciculus |
| 77 | FA | Occipitofrontal fasciculus |
| 78 | FA | Occipitofrontal fasciculus |
| 79 | FA | Inferior longitudinal fasciculus |
| 80 | FA | Internal capsule |
| 81 | FA | Internal capsule |
| 82 | FA | Corona radiata |
| 83 | FA | Inferior longitudinal fasciculus |
| 84 | FA | Inferior longitudinal fasciculus |
| 85 | FA | Inferior longitudinal fasciculus |
| 86 | FA | Inferior longitudinal fasciculus |
| 87 | FA | Inferior longitudinal fasciculus |
| 88 | FA | Inferior longitudinal fasciculus |
| 89 | FA | Inferior longitudinal fasciculus |
| 90 | FA | Inferior longitudinal fasciculus |
| 91 | FA | Inferior longitudinal fasciculus |
| 92 | FA | Forceps major |
| 93 | FA | Forceps major |
| 94 | FA | Forceps major |
| 95 | FA | Forceps major |
| 96 | FA | Forceps major |
| 97 | FA | forceps major |
| 98 | FA | Forceps major |
| 99 | FA | Corona radiata |
| 100 | FA | Superior longitudinal fasciculus |
| 101 | FA | Superior longitudinal fasciculus |
| 102 | FA | Superior longitudinal fasciculus |
| 103 | FA | Superior longitudinal fasciculus |
| 104 | FA | Superior longitudinal fasciculus |
| 105 | MD | Inferior longitudinal fasciculus |
| 106 | MD | Occipitofrontal fasciculus |
| 107 | MD | Corpus callosum |
| 108 | MD | Superior longitudinal fasciculus |
| 109 | Task seed | Sensorimotor_Lcentral_gyrus |