🏥 Stroke Prediction System
Advanced ML-based Stroke Risk Assessment
Patient Information
Patient ID
*
Age
*
Gender
*
Select
Male
Female
BMI
Clinical Symptoms
Weakness/paresis of limbs
Dysphasia/aphasia
Altered level of consciousness
Unilateral/bilateral motor impairment
Unilateral/bilateral sensory impairment
Aphasia/dysphasia (non-fluent speech)
Hemianopia
Forced gaze (conjugate deviation)
Apraxia
Ataxia
Neglect
Dizziness/vertigo
Localized headache
Blurred vision of both eyes
Diplopia
Dysarthria
Impaired cognitive function
Impaired consciousness
Dysphagia
Seizures
Symptoms Scores
Level of consciousness (0-3)
LOC Questions (0-2)
LOC Commands (0-2)
Best gaze (0-2)
Visual fields (0-3)
Facial palsy (0-3)
Motor arm Left (0-4)
Motor arm Right (0-4)
Motor leg Left (0-4)
Motor leg Right (0-4)
Limb ataxia (0-2)
Sensory (0-2)
Best language (0-3)
Dysarthria_score (0-2)
Extinction and inattention (0-2)
NIHSS Score (0-42)
Symptoms Score (0-5)
Diagnostic Tests
CT-Angio
MRI-Angio
CT-perfusion / MR-perfusion
Carotid ultrasound
ECG
Transthoracic echocardiogram (TTE)
Transesopagheal Echo, Holter
CT Brain
Medical History
Previous Stroke
Previous Transient Ischemic Attack
Hypertension
Diabetes Mellitus
Atrial Fibrillation
Carotid stenosis
Myocardial Infarction
Heart Disease (other than MI)
Rheumatic Heart Disease
Non Rheumatic Heart Disease
Valve Prosthesis
Heart Failure
Peripheral Arterial Disease
Chronic Kidney Disease
Anemia
Hypercholesterolemia
Hyper homocysteinenemia
Family History of Stroke
Risk Factors
Tobacco Smoking
Smokeless Tobacco use
Alcohol use
Drug Abuse or Addiction
Pregnancy or within 6 weeks after delivery
Hormone replacement therapy
Migraine
Sickle Cell disease
HIV infection
CNS TB
Treatment Information
Treatment before onset - Antiplatelets
Treatment before onset - Antihypertensive
Treatment before onset - Lipid lowering
Treatment before onset - Antidiabetic
Thrombolytic treatment given
Antiplatelet Received
Anticoagulants Given
Antihypertensive Given
🔍 Predict Stroke Risk
Analyzing patient data...
Prediction Result