Research Areas

We are constantly working on various areas to provide best solution

Medical domain areas where AI can and should focus on.
  1. Eye:
  • Retinal imaging analysis
  • Glaucoma diagnosis and management
  • Cataract detection and surgery planning
  • Diabetic retinopathy screening
  • Age-related macular degeneration diagnosis
  • Optic nerve disorders evaluation
  • Visual acuity assessment
  1. Lungs:
  • Pulmonary function testing interpretation
  • Lung cancer detection and staging
  • Chronic obstructive pulmonary disease (COPD) management
  • Asthma diagnosis and monitoring
  • Pulmonary fibrosis detection
  • Tuberculosis screening and diagnosis
  • Sleep apnea analysis
  1. Brain:
  • Stroke diagnosis and triage
  • Brain tumor detection and segmentation
  • Alzheimer’s disease prediction and monitoring
  • Multiple sclerosis detection and tracking
  • Epilepsy monitoring and seizure prediction
  • Traumatic brain injury assessment
  • Neuroimaging analysis for various disorders
  1. DNA and Genetic Analysis:
  • Genetic variant interpretation
  • Genomic data analysis for personalized medicine
  • Pharmacogenomics for drug response prediction
  • Disease risk prediction based on genetic profiling
  • Gene expression analysis for cancer subtyping
  • Genetic counseling support tools
  • Rare disease diagnosis using genomic data
  1. Cardiovascular System:
  • ECG analysis for arrhythmia detection
  • Heart failure risk assessment
  • Coronary artery disease diagnosis and prognosis
  • Cardiac image analysis (echocardiography, cardiac MRI)
  • Hypertension management and prediction
  • Atrial fibrillation detection
  • Vascular disease analysis and risk prediction
  1. Digestive System:
  • Colon polyp detection in colonoscopy images
  • Gastrointestinal bleeding detection
  • Liver disease diagnosis and staging
  • Inflammatory bowel disease monitoring
  • Gastric cancer detection and staging
  • Pancreatic disease analysis
  • Esophageal disorders evaluation
  1. Radiology:
  • Chest X-ray interpretation
  • CT scan analysis for various organs
  • MRI image segmentation and analysis
  • Mammography screening and breast cancer detection
  • Bone fracture detection in X-ray images
  • Abdominal imaging analysis
  • Interventional radiology support tools
  1. Skin Care and Dermatology:
  • Skin cancer detection and classification
  • Dermatitis diagnosis and management
  • Psoriasis assessment and treatment recommendation
  • Wound healing monitoring
  • Acne analysis and treatment planning
  • Melanoma risk assessment
  • Hair loss analysis and treatment recommendation
  1. Oncology:
  • Tumor detection in various organs
  • Cancer staging and prognosis prediction
  • Treatment response monitoring
  • Radiation therapy planning optimization
  • Precision medicine and targeted therapy prediction
  • Clinical trial eligibility screening
  • Cancer risk assessment and prevention strategies
  1. Musculoskeletal System:
  • Bone fracture detection and classification
  • Osteoporosis risk assessment
  • Joint disease analysis (arthritis, rheumatoid arthritis)
  • Spinal disorders evaluation
  • Orthopedic surgery planning support
  • Sports injury analysis and rehabilitation guidance
  • Bone tumor detection and characterization
  1. Endocrine System:
  • Diabetes management and prediction
  • Thyroid disease diagnosis and monitoring
  • Hormonal disorder analysis
  • Pituitary gland disorders evaluation
  • Adrenal gland disorders assessment
  • Reproductive hormone analysis
  • Metabolic syndrome risk prediction
  1. Renal System:
  • Chronic kidney disease diagnosis and monitoring
  • Acute kidney injury prediction and management
  • Renal transplant outcome prediction
  • Kidney stone detection and analysis
  • Urinary tract infection diagnosis
  • Dialysis optimization
  • Nephrotoxicity prediction
  1. Hematology:
  • Blood cell counting and classification
  • Anemia diagnosis and management
  • Leukemia detection and classification
  • Coagulation disorder analysis
  • Blood transfusion optimization
  • Hemoglobinopathies screening
  • Bone marrow disorder evaluation
  1. Immune System:
  • Autoimmune disease diagnosis and management
  • Immunodeficiency analysis
  • Allergy prediction and management
  • Immune system response evaluation
  • Transplant rejection prediction
  • Immune-related adverse event monitoring
  • Immunotherapy response prediction
  1. Infectious Diseases:
  • Early sepsis detection and management
  • Antibiotic resistance prediction
  • Influenza outbreak prediction
  • Tuberculosis treatment monitoring
  • Malaria diagnosis and monitoring
  • HIV/AIDS management support
  • Emerging infectious disease surveillance
  1. Pediatrics:
  • Growth and development tracking
  • Neonatal intensive care unit support
  • Congenital abnormalities detection
  • Autism spectrum disorder screening
  • Pediatric cancer detection and treatment support
  • Pediatric respiratory disorder analysis
  • Vaccination scheduling and adverse event monitoring
  1. Mental Health:
  • Depression and anxiety disorder diagnosis and management
  • Suicide risk assessment
  • Schizophrenia detection and treatment support
  • Substance abuse analysis and counseling
  • Cognitive impairment evaluation
  • PTSD diagnosis and treatment planning
  • Mental health chatbots for support
  1. Geriatrics:
  • Elderly fall risk assessment
  • Dementia prediction and management
  • Polypharmacy analysis and optimization
  • Geriatric syndrome evaluation (frailty, sarcopenia)
  • Geriatric care planning support
  • Aging biomarker analysis
  • Geriatric mental health assessment
  1. Respiratory System:
  • Chronic respiratory disease management
  • Pulmonary embolism detection and risk assessment
  • Lung function test interpretation
  • Respiratory infection diagnosis
  • Asthma exacerbation prediction
  • Pulmonary rehabilitation support
  • Sleep-disordered breathing analysis
  1. Gastroenterology:
  • Gastroesophageal reflux disease diagnosis and management
  • Inflammatory bowel disease monitoring and treatment support
  • Irritable bowel syndrome analysis and treatment recommendation
  • Liver fibrosis staging
  • Hepatitis detection and management
  • Gallstone analysis and treatment planning
  • Gastrointestinal cancer screening and surveillance
  1. Obstetrics and Gynecology:
  • Fetal anomaly detection in ultrasound images
  • Preterm birth prediction
  • Preeclampsia risk assessment
  • Breast cancer screening and diagnosis
  • Infertility analysis and treatment recommendation
  • Menstrual cycle tracking and analysis
  • Cervical cancer screening and triage
  1. Dental Care:
  • Dental caries detection and diagnosis
  • Orthodontic treatment planning support
  • Periodontal disease analysis and treatment recommendation
  • Temporomandibular joint disorder evaluation
  • Oral cancer screening and detection
  • Dental implant planning optimization
  • Teeth alignment assessment
  1. Plastic and Reconstructive Surgery:
  • Facial symmetry analysis
  • Skin lesion classification and diagnosis
  • Scar detection and analysis
  • Breast reconstruction planning support
  • Burn injury evaluation and treatment planning
  • Craniofacial anomaly assessment
  • Body contouring surgery planning
  1. Emergency Medicine:
  • Trauma triage and severity prediction
  • Stroke code activation and triage
  • Sepsis detection and management
  • Cardiac arrest prediction and resuscitation guidance
  • Chest pain assessment and risk stratification
  • Acute respiratory distress syndrome prediction
  • Major bleeding prediction and management
  1. Radiology Subspecialties:
  • Neuroradiology: Brain aneurysm detection and characterization
  • Musculoskeletal Radiology: Joint disease assessment and treatment planning
  • Interventional Radiology: Vascular procedure planning and guidance
  • Pediatric Radiology: Pediatric imaging interpretation and analysis
  • Breast Imaging: Breast lesion classification and risk assessment
  • Nuclear Medicine: PET/CT image analysis for cancer staging and therapy response
  • Abdominal Radiology: Abdominal organ lesion detection and characterization
  1. Rehabilitation Medicine:
  • Stroke rehabilitation optimization
  • Spinal cord injury rehabilitation support
  • Prosthetic limb optimization
  • Parkinson’s disease rehabilitation analysis
  • Balance and gait analysis for fall risk assessment
  • Assistive device recommendation and customization
  • Chronic pain management support
  1. Sports Medicine:
  • Sports injury prevention strategies
  • Athletic performance optimization
  • Concussion diagnosis and management
  • Exercise-induced asthma detection and monitoring
  • Sports biomechanics analysis
  • Injury rehabilitation guidance
  • Overtraining syndrome prediction
  1. Pharmacy and Medication Management:
  • Medication error detection and prevention
  • Drug-drug interaction analysis
  • Adverse drug event prediction
  • Medication adherence monitoring
  • Pharmacokinetics optimization
  • Personalized medicine dosing recommendation
  • Drug formulary and therapeutic interchange support
  1. Public Health:
  • Disease outbreak surveillance and prediction
  • Health behavior analysis and intervention
  • Epidemiological data analysis
  • Environmental health monitoring
  • Vaccine distribution optimization
  • Health policy analysis and recommendation
  • Health disparities identification and intervention
  1. Medical Education and Training:
  • Virtual patient simulations for training and assessment
  • Intelligent tutoring systems for medical students
  • Adaptive learning platforms for personalized education
  • Automated grading and feedback systems
  • Virtual reality surgical training modules
  • Diagnostic reasoning and clinical decision support
  • Continuing medical education support
  1. Pharmacy Automation:
  • Medication dispensing and labeling automation
  • Prescription verification and error detection
  • Inventory management and optimization
  • Patient medication history analysis
  • Medication barcode scanning and identification
  • Medication reconciliation support
  • Automated prescription filling systems
  1. Medical Billing and Coding:
  • Automated medical coding and classification
  • Insurance claim verification and processing
  • Fraud detection and prevention
  • Revenue cycle management optimization
  • Automated billing documentation review
  • Insurance coverage determination support
  • Compliance monitoring and reporting
  1. Telemedicine and Remote Patient Monitoring:
  • Remote vital signs monitoring
  • Teleconsultation and tele-diagnosis support
  • Remote patient triage and assessment
  • Virtual follow-up visits and care management
  • Remote chronic disease monitoring
  • Telepsychiatry and mental health counseling
  • Home-based health monitoring devices integration
  1. Health Data Privacy and Security:
  • AI-driven cybersecurity for medical systems
  • Patient data anonymization and de-identification
  • Privacy breach detection and prevention
  • Risk assessment and compliance monitoring
  • Secure health data sharing protocols
  • Identity and access management for healthcare providers
  • Patient consent management systems
  1. Health Insurance Risk Assessment:
  • Risk prediction and stratification models
  • Insurance underwriting support
  • Predictive modeling for health insurance claims
  • Fraud and abuse detection in insurance claims
  • Chronic disease risk scoring
  • Premium pricing optimization
  • Population health analytics for insurance companies
  1. Medical Research and Clinical Trials:
  • Automated literature review and evidence synthesis
  • Clinical trial participant recruitment and selection
  • Drug discovery and development support
  • Genomics and proteomics data analysis
  • Real-world evidence analysis for drug safety and efficacy
  • Clinical trial endpoint prediction
  • Clinical trial protocol optimization
  1. Public Health Emergency Response:
  • Early warning systems for disease outbreaks
  • Emergency resource allocation optimization
  • Emergency response coordination platforms
  • Forecasting and modeling for public health emergencies
  • Vaccine distribution strategies during pandemics
  • Risk communication and public health messaging
  • Contact tracing and surveillance technologies
  1. Healthcare Quality Improvement:
  • Hospital readmission prediction and prevention
  • Adverse event detection and analysis
  • Patient satisfaction analysis and improvement
  • Healthcare process optimization
  • Clinical guidelines adherence monitoring
  • Performance benchmarking and comparison
  • Root cause analysis for medical errors
  1. Medical Image-guided Interventions:
  • Surgical navigation systems
  • Image-guided radiation therapy
  • Catheter tracking and guidance
  • Interventional cardiology support
  • Minimally invasive procedure planning
  • Robot-assisted surgeries
  • Augmented reality visualization for surgeries
  1. Patient Engagement and Empowerment:
  • Personal health tracking and monitoring apps
  • Wellness and lifestyle coaching platforms
  • Patient education and self-management tools
  • Patient-generated health data analysis
  • Shared decision-making support systems
  • Mobile health interventions for behavior change
  • Gamification for health promotion and adherence
  1. Health Information Exchange:
  • Interoperability and data integration across healthcare systems
  • Seamless exchange of patient health records
  • Standardization and harmonization of health data formats
  • Data mapping and transformation for different systems
  • Secure and efficient health data sharing protocols
  • Patient consent management for data exchange
  • Real-time health information exchange platforms
  1. Chronic Disease Management:
  • Personalized treatment plans for chronic conditions
  • Remote monitoring and management of chronic diseases
  • Predictive models for disease exacerbations
  • Adherence tracking and medication reminders
  • Lifestyle interventions for disease prevention
  • Health coaching and self-management support
  • Long-term outcomes prediction and monitoring
  1. Medical Robotics:
  • Surgical robotics for minimally invasive procedures
  • Robot-assisted rehabilitation therapies
  • Robotic exoskeletons for mobility assistance
  • Teleoperated robotic systems for remote surgery
  • AI-guided robotic prosthetics
  • Surgical training using robotic simulators
  • Automation of routine medical tasks
  1. Pharmacovigilance:
  • Early detection of adverse drug reactions
  • Signal detection in pharmacovigilance databases
  • Real-time monitoring of drug safety signals
  • Pharmacovigilance data mining and analysis
  • Automated adverse event reporting and analysis
  • Risk-benefit analysis of medications
  • Post-marketing surveillance of drug safety
  1. Health Chatbots and Virtual Assistants:
  • AI-powered chatbots for symptom triage and guidance
  • Virtual assistants for appointment scheduling and reminders
  • Patient education and health information retrieval
  • Emotional support and mental health chatbots
  • Medication adherence reminders and monitoring
  • Personalized health recommendations and tips
  • Interactive conversational interfaces for healthcare
  1. Precision Medicine:
  • Genomic profiling and interpretation for personalized treatment
  • Predictive models for drug response based on genetic factors
  • Disease subtyping based on molecular signatures
  • Integration of genomic data in clinical decision support systems
  • Pharmacogenomics for optimizing medication selection
  • Biomarker discovery for precision diagnostics
  • Personalized risk assessment and prevention strategies
  1. Digital Therapeutics:
  • AI-guided digital interventions for mental health disorders
  • Cognitive behavioral therapy (CBT) apps and platforms
  • Mobile apps for chronic disease management and self-care
  • Digital tools for addiction treatment and recovery
  • Virtual reality-based therapies for pain management
  • Wearable devices for biofeedback and stress reduction
  • AI-driven personalized coaching for behavior change
  1. Health Data Analytics and Insights:
  • Predictive analytics for hospital readmissions
  • Population health management and risk stratification
  • Real-time dashboards for healthcare performance monitoring
  • Health data visualization for actionable insights
  • Comparative effectiveness research using large datasets
  • Patient outcome prediction using machine learning models
  • Clinical pathway optimization based on data analysis
  1. Health Monitoring Wearables:
  • Smartwatches for continuous vital signs monitoring
  • Wearable devices for sleep tracking and analysis
  • Fitness trackers for activity monitoring and goal setting
  • Continuous glucose monitors for diabetes management
  • ECG monitors for heart rhythm analysis
  • Smart clothing for respiratory rate monitoring
  • Wearable sensors for fall detection and prevention
  1. Health Technology Assessment:
  • Evaluation of the cost-effectiveness of medical interventions
  • Health economic modeling and analysis
  • Comparative effectiveness research for treatment options
  • Technology assessment for medical devices and innovations
  • Decision support tools for value-based healthcare
  • Health policy analysis using AI-driven models
  • Quality-adjusted life year (QALY) calculations

Using AI to diagnose eye related diseases

In this research in nature we demonstrate how Artificial Intelligence could accurately predict cataract eye disease and other eye related disease.