Table 1 Patients, diseases, and potential benefits of BCI.

From: Enhanced EEG signal classification in brain computer interfaces using hybrid deep learning models

Patient type

Disease

Estimated number of patients affected

Potential benefits of BCI

Stroke survivors6

Stroke-induced Hemi- paresis

80 million stroke survivors worldwide

Regain motor control, enhance rehabilitation outcomes, improve quality of life

Spinal cord injury patients7

Spinal cord injury (SCI)

250,000 to 500,000 new

cases annually

Restore communication abilities, enable control of assistive devices, improve mobility

ALS patients8

Amyotrophic lateral sclerosis (ALS)

200,000 worldwide

Enable communication, control of de- vices, and potentially slow disease progression

Cerebral palsy patients9

Cerebral palsy

17 million worldwide

Assist with communication, control of assistive technologies, enhance quality of life

Parkinson’s disease patients10

Parkinson’s disease

10 million worldwide

Assist in managing symptoms, improve motor control, provide a communication channel

Epilepsy patients11

Epilepsy

50 million worldwide

Monitor brain activity to predict seizures, improve treatment outcomes, enhance daily safety

Traumatic brain injury (TBI) patients12

Traumatic brain injury (TBI)

69 million annually

Aid in rehabilitation, restore lost cognitive functions, enhance communication and mobility

Locked-In Syndrome Pa- tients13

Locked-In Syndrome

10,000 to 20,000 world- wide

Enable communication, provide control of assistive technologies, improve inter- action with the environment.

Multiple Sclerosis Pa- tients14

Multiple Sclerosis (MS)

2.8 million worldwide

Assist in managing symptoms, improve communication, enhance mobility through assistive devices.

Dementia Patients15

Alzheimer’s Disease and Other Dementias

55 million worldwide

Potential early diagnosis, enhance communication, assist in daily activities.