• Popular
    • Medicine
    • Radiology
    • Cardiology
    • Surgery
    • Nanomedicine
    • Military Medicine
    • Rehab
  • Categories
    • Exclusive
    • A-D
      • Anesthesiology
      • Art
      • Cardiac Surgery
      • Cardiology
      • Critical Care
      • Dentistry
      • Dermatology
      • Diagnostics
    • E-I
      • Emergency Medicine
      • ENT
      • Genetics
      • Geriatrics
      • GI
      • Informatics
    • M-N
      • Medicine
      • Military Medicine
      • Nanomedicine
      • Net News
      • Neurology
      • Neurosurgery
      • Nuclear Medicine
    • O-P
      • Ob/Gyn
      • Oncology
      • Ophthalmology
      • Orthopedic Surgery
      • Pathology
      • Pediatrics
      • Plastic Surgery
      • Psychiatry
      • Public Health
    • R-V
      • Radiation Oncology
      • Radiology
      • Rehab
      • Reproductive Medicine
      • Space Medicine
      • Sports Medicine
      • Surgery
      • Thoracic Surgery
      • Urology
      • Vascular Surgery
  • SUBSCRIBE
  • Submit PR
  • About
  • Follow
    • Facebook
    • Twitter
    • Linkedin
    • Youtube
    • Instagram
    • RSS
  • Submit PR
  • Log in
Medgadget
Medgadget
  • Popular
    • Medicine
      Smart Bandage Monitors and Treats Chronic Wounds

      Smart Bandage Monitors and Treats Chronic Wounds

      Nanoparticles Get Lymphatic Vessels Pumping

      Nanoparticles Get Lymphatic Vessels Pumping

      Levels Is Making Metabolism and Blood Glucose Tracking Accessible To Everyone

      Levels Is Making Metabolism and Blood Glucose Tracking Accessible To Everyone

      CRISPR Combined with Glowing Proteins for Viral Detection

      CRISPR Combined with Glowing Proteins for Viral Detection

    • Radiology
      Imaging Technique Reveals Contraction Patterns During Labor

      Imaging Technique Reveals Contraction Patterns During Labor

      Moving Cells Using Ultrasound

      Moving Cells Using Ultrasound

      Ultrasound Catheter to Treat Hypertension

      Ultrasound Catheter to Treat Hypertension

      Antibacterial Smart Sutures Visible in CT Scans

      Antibacterial Smart Sutures Visible in CT Scans

    • Cardiology
      Scientists Grow Electrodes Inside The Body

      Scientists Grow Electrodes Inside The Body

      Patient-Specific Soft Robotic Heart Replicas for Treatment Planning

      Patient-Specific Soft Robotic Heart Replicas for Treatment Planning

      Tiny Patch for Cardiac Ultrasound Imaging

      Tiny Patch for Cardiac Ultrasound Imaging

      Belt Monitors Heart Failure Patients

      Belt Monitors Heart Failure Patients

    • Surgery
      Smart Bandage Monitors and Treats Chronic Wounds

      Smart Bandage Monitors and Treats Chronic Wounds

      Nanoparticles Get Lymphatic Vessels Pumping

      Nanoparticles Get Lymphatic Vessels Pumping

      Biomimetic Construct Models Burn Injuries

      Biomimetic Construct Models Burn Injuries

      Exclusive Look at HandX Robotic-Assisted Surgical Device from Human Xtensions

      Exclusive Look at HandX Robotic-Assisted Surgical Device from Human Xtensions

    • Nanomedicine
      Nanoparticles Get Lymphatic Vessels Pumping

      Nanoparticles Get Lymphatic Vessels Pumping

      Bottlebrush Particle for Synergistic Drug Combinations

      Bottlebrush Particle for Synergistic Drug Combinations

      Extra Hot Nanoparticles for Cancer Therapy

      Extra Hot Nanoparticles for Cancer Therapy

      Making Tumors Tastier for the Immune System

      Making Tumors Tastier for the Immune System

    • Military Medicine
      Device Measures Hemoglobin More Accurately in Dark Skin

      Device Measures Hemoglobin More Accurately in Dark Skin

      Fingertip Sensor Measures Lithium Levels in Sweat

      Fingertip Sensor Measures Lithium Levels in Sweat

      Fabric Makes Electricity from Movement to Power Wearables

      Fabric Makes Electricity from Movement to Power Wearables

      Wearable Uses Microneedles to Track Metabolism

      Wearable Uses Microneedles to Track Metabolism

    • Rehab
      Empowering Stroke Survivors: Interview with Kirsten Carroll, CEO at Kandu Health

      Empowering Stroke Survivors: Interview with Kirsten Carroll, CEO at Kandu Health

      Smart Walking Stick for Visually Impaired People

      Smart Walking Stick for Visually Impaired People

      Implantable Device Adheres to Muscle, Treats Atrophy

      Implantable Device Adheres to Muscle, Treats Atrophy

      Non-Invasive Spinal Modulation for Cerebral Palsy

      Non-Invasive Spinal Modulation for Cerebral Palsy

  • Categories
    • Exclusive
    • A-D
      • Anesthesiology
      • Art
      • Cardiac Surgery
      • Cardiology
      • Critical Care
      • Dentistry
      • Dermatology
      • Diagnostics
    • E-I
      • Emergency Medicine
      • ENT
      • Genetics
      • Geriatrics
      • GI
      • Informatics
    • M-N
      • Medicine
      • Military Medicine
      • Nanomedicine
      • Net News
      • Neurology
      • Neurosurgery
      • Nuclear Medicine
    • O-P
      • Ob/Gyn
      • Oncology
      • Ophthalmology
      • Orthopedic Surgery
      • Pathology
      • Pediatrics
      • Plastic Surgery
      • Psychiatry
      • Public Health
    • R-V
      • Radiation Oncology
      • Radiology
      • Rehab
      • Reproductive Medicine
      • Space Medicine
      • Sports Medicine
      • Surgery
      • Thoracic Surgery
      • Urology
      • Vascular Surgery
  • SUBSCRIBE
  • Submit PR
  • About
  • Log in
  • Submit PR
  • Follow
    • Facebook
    • Twitter
    • Linkedin
    • Youtube
    • Instagram
    • RSS

AI Guides Prostheses to Match Walking Pattern to Terrain

June 1st, 2020 Medgadget Editors Informatics, Rehab

Lower limb prostheses that are self-powered and help users walk fairly naturally don’t work well on varying surfaces. Walking on paved concrete is very different from traversing a grassy field, but without knowing the terrain below it is impossible for a prosthetic to adjust accordingly. Now, researchers at North Carolina State University have developed a camera-based artificial intelligence system that can recognize a variety of terrains and signal a prosthetic to change how it moves to match the surface underneath.

The technology involves attaching a small camera near the prosthetic so it can see the ground ahead. Video is fed into a computer that was taught to identify different terrains, including grass, brick, concrete, and even tile. The device can also recognize whether there are staircase steps ahead and if they’re pointing up or down.

“Lower-limb robotic prosthetics need to execute different behaviors based on the terrain users are walking on,” said Edgar Lobaton, co-author of the study presenting this technology in IEEE Transactions on Automation Science and Engineering. “The framework we’ve created allows the AI in robotic prostheses to predict the type of terrain users will be stepping on, quantify the uncertainties associated with that prediction, and then incorporate that uncertainty into its decision-making. We came up with a better way to teach deep-learning systems how to evaluate and quantify uncertainty in a way that allows the system to incorporate uncertainty into its decision making. This is certainly relevant for robotic prosthetics, but our work here could be applied to any type of deep-learning system.”

“If the degree of uncertainty is too high, the AI isn’t forced to make a questionable decision – it could instead notify the user that it doesn’t have enough confidence in its prediction to act, or it could default to a ‘safe’ mode,” added Boxuan Zhong, lead author of the study.

Study in IEEE Transactions on Automation Science and Engineering: Environmental Context Prediction for Lower Limb Prostheses With Uncertainty Quantification

Via: North Carolina State University

Medgadget Editors

Medical technologies transform the world! Join us and see the progress in real time. At Medgadget, we report the latest technology news, interview leaders in the field, and file dispatches from medical events around the world since 2004.

Sponsored
Venture builder BHV Partners launches Conus Airway to improve anaesthesia  and respiratory surgery

Venture builder BHV Partners launches Conus Airway to improve anaesthesia and respiratory surgery

FDA Expands Indications for Use of FibroScan® for Comprehensive Liver Management

FDA Expands Indications for Use of FibroScan® for Comprehensive Liver Management

machineMD and Varjo revolutionize the diagnosis of brain disorders with a VR-based eye-tracking solution 

machineMD and Varjo revolutionize the diagnosis of brain disorders with a VR-based eye-tracking solution 

Ax-Surgi Hemostat gets FDA Clearance for Surgical Bleeding Control

Ax-Surgi Hemostat gets FDA Clearance for Surgical Bleeding Control

Clarius Report Finds 85% of Clinicians Believe Ultrasound Leads to Better Patient Outcomes

Clarius Report Finds 85% of Clinicians Believe Ultrasound Leads to Better Patient Outcomes

interviews & reviews
Levels Is Making Metabolism and Blood Glucose Tracking Accessible To Everyone

Levels Is Making Metabolism and Blood Glucose Tracking Accessible To Everyone

Imagene Profiles Cancer Biomarkers in Real Time

Imagene Profiles Cancer Biomarkers in Real Time

Empowering Stroke Survivors: Interview with Kirsten Carroll, CEO at Kandu Health

Empowering Stroke Survivors: Interview with Kirsten Carroll, CEO at Kandu Health

Alpha TAU Killing Tumors With Highly Targeted Alpha Radiation

Alpha TAU Killing Tumors With Highly Targeted Alpha Radiation

Neuroimmune Modulation for Inflammatory Disease: Interview with Dr. Simhambhatla, President and CEO of SetPoint Medical

Neuroimmune Modulation for Inflammatory Disease: Interview with Dr. Simhambhatla, President and CEO of SetPoint Medical

Exclusive Look at HandX Robotic-Assisted Surgical Device from Human Xtensions

Exclusive Look at HandX Robotic-Assisted Surgical Device from Human Xtensions

Balance Boards to Stay Active in the Offfice: Interview with Joel Heath, CEO of FluidStance 

Balance Boards to Stay Active in the Offfice: Interview with Joel Heath, CEO of FluidStance 

  • Subscribe
  • Contact us
  • Submit
  • About
  • Back to top
Medgadget

Medical technologies transform the world! Join us and see the progress in real time. At Medgadget, we report the latest technology news, interview leaders in the field, and file dispatches from medical events around the world since 2004.

  • About
  • Editorial policies
  • Contact
  • Terms of Service
  • Privacy
  • Submit press release
  • Advertise
© Medgadget, Inc. All rights reserved. | The Medical Revolution Will Be Blogged.
Please support this website by adding us to your whitelist in your ad blocker. Ads are what helps us bring you premium content! Thank you!
  • Facebook
  • Twitter
  • LinkedIn
  • Reddit
  • Email