Research Article

A New Artificial Intelligence-Based Model for Amyotrophic Lateral Sclerosis Prediction

Table 1

General medical information about ALS [2124].

EpidemiologyRare disease. Occurs globally, common among people aged 40–70, 5–10% of the cases are familial due to mutations in C9orf72, SOD1, and FUS genes, while others are sporadic. Affects people of all ethnicities and races

Sign and symptomsMuscle weakness, twitching, atrophy, and cramps. Difficulty in speaking and swallowing, hyperreflexia, emotional and cognitive changes, and respiratory symptoms

DiagnosisClinical assessments, electromyography, nerve conduction analyses, MRI, blood and urine tests, lumbar puncture or spinal tap, genetic testing, and muscle biopsy

Risk factorsIncreasing age, genetics, environmental factors such as exposure to pesticides, herbicides, lead and mercury, smoking tobacco, physical trauma, medical conditions such as primary lateral sclerosis, autoimmune diseases, and frontotemporal dementia

TreatmentsMedications such as riluzole, baclofen, and tizanidine to manage symptoms, physical and occupational therapy, speech and swallowing therapy, breathing support, nutrition support, psychological and emotional support, hospice, and palliative care

Challenges and gapsComplications in timely diagnosis, speedy progression, dearth of a cure and inadequate treatment alternatives, difficulty of care, multifaceted genetics, inadequate research funding, narrow access to clinical trials and rehabilitation services