• Skip to primary navigation
  • Skip to main content
  • Skip to primary sidebar
  • Skip to footer

Cerebral Palsy Guidance

Answers and Assistance

877-862-8594phone iconCall
  • Cerebral Palsy
    • Types
    • Symptoms
    • Diagnosis
    • Treatment
    • Prognosis
    • Causes
    • Associated Disorders
    • Gross Motor Classification System
    • Life Expectancy
    • Myths
    • Risk Factors
    • Support Groups
    • Research
    • United Cerebral Palsy Association
    • Birth Injury Overview
  • Living With Cerebral Palsy
    • Support Groups
    • Daily Communication
    • Physical Fitness
    • Toilet Training Tips
    • Eating and Feeding Tips
    • Wheelchairs and Scooters
    • Walkers, Canes, and Standers
    • Falling Issues
    • Augmentative and Alternative Communication (AAC)
    • Conductive Education
    • Tips For Better Sleeping
    • Traveling Tips
    • Sports
    • Bullying
    • Inclusive Playgrounds
    • Respite Care
    • Transitioning to Adulthood
    • Vocational Counseling
    • College Guide
    • Finding a Job
    • Having Children
    • Costs
  • Financial Assistance
    • Government Assistance
    • Special Education Assistance
    • Cerebral Palsy Lawyer
    • Cerebral Palsy Lawsuit
  • Our Blog
  • About Us
  • Contact Us
Home > Our Blog > New Machine Learning Tech Evaluates Cerebral Palsy Patients Remotely

New Machine Learning Tech Evaluates Cerebral Palsy Patients Remotely

Written by <a href="https://www.cerebralpalsyguidance.com/about-us/mary-ellen-ellis/">Mary Ellen Ellis</a>
September 20, 2023 Written by Mary Ellen Ellis

Telehealth and remote doctor appointments really took off during the COVID-19 lockdown, but not everything can be done virtually. Children with cerebral palsy usually need to go in for in-person, often hour-long appointments for evaluations on a regular basis.

With new research from the Massachusetts Institute of Technology (MIT), this could change. New technology could allow doctors to assign clinical scores and evaluate progress remotely. Machine learning is also proving accurate in evaluating these young patients.

The New Technology

The research team at MIT developing this new technology works on projects using robotics to help patients with a variety of movement disorders improve strength and mobility. These technologies require the patient to be there in person to work with the robot.

The research group’s latest work involves replacing the in-person visit for some patients. Children with cerebral palsy must be evaluated regularly to assign clinical scores and determine how they are progressing.

The work is based on what is called pose estimation algorithms. These are algorithms that can use a video of someone moving and translate it into a simple series of lines and dots. The algorithm under study currently makes simple, real-time visualizations of a person’s movements that a doctor can evaluate remotely.

The current research project is testing how effectively machine learning can use the same information to assign clinical scores. They used sets of data for people with and without cerebral palsy to help the machine learn. With thousands of data sets on both typical and atypical movements, the algorithm has a wealth of information to learn from.

So far, the results show that machine learning can evaluate a child’s movement almost as effectively as a physician can. As the technology advances, it may even become better at assessing a child’s progress.

The Benefits of Remote Analysis

There are several benefits of using remote analysis for a child with cerebral palsy. Currently, parents must take their children to a doctor’s office or clinic for a session that can last up to an hour. This is time-consuming and often stressful for the child.

The researchers plan to implement this service by developing an app that anyone can download and use. Parents would record their child’s movements on a smartphone and send it to their doctor for analysis.

This would reduce the number of required in-person visits while still providing important clinical information that directs care.

As the technology improves, it could predict how a child will respond to specific types of treatment. Also, the costs of care for a child should decrease with machine learning and with fewer in-office visits.

The current model is designed for children with cerebral palsy, but researchers are hopeful they can apply it to other conditions. They hope it could improve care for children and adults with any type of movement disorder, such as Parkinson’s.

The technology being tested isn’t available yet, but it won’t be long before parents and children will benefit from more remote medical technologies like this.

Lifelong Financial Assistance for Your Child's Birth InjuryCerebral Palsy

Get Help Now

References

  1. https://news.mit.edu/2023/pose-mapping-technique-cerebral-palsy-patients-0914
View All References
Written by <a href="https://www.cerebralpalsyguidance.com/about-us/mary-ellen-ellis/">Mary Ellen Ellis</a>

Written by Mary Ellen Ellis

Mary Ellen Ellis has been writing for CerebralPalsyGuidance.com since 2016. She is a graduate of the University of Michigan and holds undergraduate and graduate science degrees. As a freelance writer for over 10 years Mary Ellen has used her academic background to specialize in health and science writing. She is committed to making complex medical topics accessible to those who need it.

Mary Ellen feels honored to use her writing skills to shine a light on individuals and families affected by cerebral palsy, and bring awareness to the community.

Secondary Sidebar

Lifelong Financial Assistance for Your Child's Birth InjuryCerebral Palsy

Get Help Now
Cerebral Palsy
Cerebral Palsy in Newborns
Cerebral Palsy in Toddlers
Severe Cerebral Palsy
Types of Cerebral Palsy
Ataxic
Atonic (Hypotonic)
Dyskinetic Athetoid
Dystonic
Hypertonic
Mixed
Non-Spastic
Spastic
Spastic Diplegia
Spastic Hemiplegia
Spastic Quadriplegia
Cerebral Palsy Symptoms
How Cerebral Palsy Affects the Brain and Body
Cerebral Palsy Causes
Birth Asphyxia
Prolonged Labor
Delayed C-Section
Forceps Delivery Injuries
Vacuum Extractor Birth Injuries
Nuchal Cord Birth Injuries
Uterine Rupture and Birth Injury
Hypoxic Ischemic Encephalopathy (HIE)
Intraventricular Hemorrhage (IVH)
Failure to Diagnose
Chorioamnionitis
Improper NICU Care
Traumatic Brain Injury
Meconium Aspiration Syndrome
Hydrocephalus
Pitocin Errors
Anesthesia Errors
Infertility Drugs
Cerebral Dysgenesis and Cerebral Palsy
Jaundice
Periventricular Leukomalacia (PVL)
Placental Problems
Epidural Hematoma
Perinatal Stroke
Meningitis
Acquired Brain Injuries and Cerebral Palsy
Cerebral Palsy Associated Disorders
Mobility Issues
Pain
Cognitive Issues
Developmental Delays
Post-Impairment Syndrome
Seizures
Epilepsy
Malnutrition
Respiratory Health
Hearing Problems
Vision Impairment
Arthritis
Depression
Sleep Issues
Dysphagia
Oral Health Issues
Skin Conditions
Digestive Issues and Health
Emotional Issues
Behavioral Disorders
Autism
Down Syndrome
ADHD
Diabetes
Cancer
Cerebral Palsy Diagnosis
Imaging Tests
Cerebral Palsy Prognosis
Cerebral Palsy Gross Motor Classification System
Cerebral Palsy Treatment
Cerebral Palsy Specialists
Nutrition Therapy
Chiropractic Care
Hyperbaric Oxygen Therapy
Medications
Seizure Medications
Anticonvulsants
Muscle Relaxants
Stem Cell Therapy
Surgery
Aquatic Therapy
Acupuncture Therapy
Botox Treatment
Hippotherapy
Occupational Therapy
Speech Therapy
Massage Therapy
Physical Therapy
Homeopathy
Yoga
Pilates
Intensive Suit Therapy
Medical Marijuana
Functional Electrical Stimulation
Osteopathic Manipulation
Anat Baniel Method and NeuroMovement
Pet Therapy
Cerebral Palsy Cure
Cerebral Palsy Life Expectancy
Cerebral Palsy Risk Factors
High-Risk Pregnancy
Risk Factor Causal Pathways
Premature Birth
Birth Complications
Post-term Pregnancy
Intrauterine Growth Restriction and Cerebral Palsy
Maternal and Fetal Infections and Cerebral Palsy
Blood Type Incompatibility
Multiple Births
Parental Habits and Health
Cerebral Palsy Support Groups and Organizations
Cerebral Palsy Research
Cerebral Palsy History
Facts and Statistics
Prevalence and Incidence
Cerebral Palsy Myths
Cerebral Palsy Prevention
Cerebral Palsy Misdiagnosis
United Cerebral Palsy Association
Caregiver Resources
Living With Cerebral Palsy
Costs
Orthopedic Health
Neurological Health
Daily Communication
Physical Fitness
Abuse
Toilet Training Tips
Eating and Feeding Tips
Wheelchairs and Scooters
Wheelchair-accessible Vans
Walkers, Canes, and Standers
Adaptive Bikes
Affordable Transportation
Assistive Technology
Falling Issues
Home Modifications
Augmentative and Alternative Communication (AAC)
Conductive Education
Tips For Better Sleeping
Traveling Tips
Sports
Bullying
Inclusive Playgrounds
Respite Care
Faith
Engaging in the Arts
Transitioning to Adulthood
LGBT
Vocational Counseling
College Guide
Teacher Tips for Inclusive Classrooms
Finding a Job
Having Children
Veterans
Fostering or Adopting a Child with CP
Enjoying the Great Outdoors
Emergency Preparedness
Financial Assistance
Government Assistance
Title V MCH Benefits
Special Education Assistance
Cerebral Palsy Lawyer
Alabama
Huntsville
Alaska
Anchorage
Arizona
Phoenix
Arkansas
Little Rock
California
Los Angeles
Colorado
Denver
Connecticut
Bridgeport
Delaware
Wilmington
Florida
Jacksonville
Georgia
Atlanta
Hawaii
Honolulu
Idaho
Boise
Illinois
Chicago
Indiana
Indianapolis
Iowa
Des Moines
Kansas
Wichita
Kentucky
Louisville
Louisiana
New Orleans
Maine
Portland, Maine
Maryland
Baltimore
Massachusetts
Boston
Michigan
Detroit
Minnesota
Minneapolis
Mississippi
Jackson
Missouri
Kansas City
Montana
Billings
Nebraska
Omaha
Nevada
Las Vegas
New Hampshire
Manchester
New Jersey
Newark
New Mexico
Albuquerque
New York
New York City
North Carolina
Charlotte
North Dakota
Fargo
Ohio
Columbus
Oklahoma
Oklahoma City
Oregon
Portland
Pennsylvania
Philadelphia
Rhode Island
Providence
South Carolina
Columbia
South Dakota
Sioux Falls
Tennessee
Nashville
Texas
Houston
Utah
Salt Lake City
Vermont
Burlington
Virginia
Virginia Beach
Washington
Seattle
Washington, D.C.
West Virginia
Charleston
Wisconsin
Milwaukee
Wyoming
Cheyenne
Medical Malpractice
Claim for Compensation
Lawsuit
Settlement
Statute of Limitations
Life Care Plan
Goals
Evaluation
Diagnosis
Care Team
Record Keeping and Documents
Birth Injury
Treatment
Causes
Failure to Monitor
Symptoms
Prognosis
Lawyer
Settlement
Lawsuit
Claim for Compensation
Infant Skull Fracture
Treatment
Symptoms
Causes
Prognosis
Lawyer
Settlement
Lawsuit
Claim for Compensation
Infant Brain Damage
Prognosis
Symptoms
Causes
Treatment
Lawyer
Lawsuit
Claim for Compensation
Settlement
Infant Wrongful Death
Causes
Intrauterine Fetal Demise (Stillbirth)
Claim for Compensation
Lawyer
Settlement
Lawsuit
Grieving the Loss of a Baby
Erb’s Palsy
Symptoms
Prognosis
Treatment
Causes
Lawyer
Settlement
Lawsuit
Claim for Compensation
Brachial Plexus Birth Injury
Causes
Prognosis
Symptoms
Treatment
Lawyer
Lawsuit
Settlement
Claim for Compensation
Klumpke’s Palsy
Lawyer
Lawsuit

© 2025 CerebralPalsyGuidance.com · Privacy Policy · Disclaimer

The information provided by CerebralPalsyGuidance.com is not a substitute for professional medical advice, diagnosis, or treatment.

  • Cerebral Palsy
  • Living With Cerebral Palsy
  • Financial Assistance
  • Our Blog
  • About Us
  • Contact Us
210 W. Division St. Syracuse, NY 13204

We provide nationwide assistance

Facebook Twitter
Learn About Our Editorial Guidelines