• 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
      Investigating Bacterial Motion for New Treatment Strategies

      Investigating Bacterial Motion for New Treatment Strategies

      Smart Sutures Sense Inflammation, Deliver Drugs, Cells

      Smart Sutures Sense Inflammation, Deliver Drugs, Cells

      siRNA as a COVID-19 Treatment

      siRNA as a COVID-19 Treatment

      Cancer Organoids Offer Insights into Treatment Outcomes

      Cancer Organoids Offer Insights into Treatment Outcomes

    • Radiology
      Implanted Ultrasound Lets Chemo Access Brain

      Implanted Ultrasound Lets Chemo Access Brain

      Wearable Ultrasound Measures Tissue Stiffness Under Skin

      Wearable Ultrasound Measures Tissue Stiffness Under Skin

      Brain Decoder Spells Out Thoughts

      Brain Decoder Spells Out Thoughts

      RF Technology for Health Monitoring: Michael Leabman, CTO of Movano Health

      RF Technology for Health Monitoring: Michael Leabman, CTO of Movano Health

    • Cardiology
      Pencil-on-Paper Wearable Sensor

      Pencil-on-Paper Wearable Sensor

      Cell Culture Chamber Mimics Mechanical States of Disease

      Cell Culture Chamber Mimics Mechanical States of Disease

      Chest Wearable Provides Key Heart Measurements

      Chest Wearable Provides Key Heart Measurements

      Vein on a Chip Includes Flexible Valves

      Vein on a Chip Includes Flexible Valves

    • Surgery
      Smart Sutures Sense Inflammation, Deliver Drugs, Cells

      Smart Sutures Sense Inflammation, Deliver Drugs, Cells

      Automated Computer Assistant for Kidney Transplant Rejection Diagnostics: Interview with Study Authors

      Automated Computer Assistant for Kidney Transplant Rejection Diagnostics: Interview with Study Authors

      Soft Robotic Electrode Enables Minimally Invasive Placement

      Soft Robotic Electrode Enables Minimally Invasive Placement

      Wound Dressing Detects Infection, Changes Color

      Wound Dressing Detects Infection, Changes Color

    • Nanomedicine
      Bottlebrush Nanoparticles Deliver Immunostimulatory Drugs

      Bottlebrush Nanoparticles Deliver Immunostimulatory Drugs

      Nanoparticles Deliver mRNA Therapy to the Lungs

      Nanoparticles Deliver mRNA Therapy to the Lungs

      Nanoparticles Get Lymphatic Vessels Pumping

      Nanoparticles Get Lymphatic Vessels Pumping

      Bottlebrush Particle for Synergistic Drug Combinations

      Bottlebrush Particle for Synergistic Drug Combinations

    • Military Medicine
      Wearable Can Take Multiple Sweat Samples

      Wearable Can Take Multiple Sweat Samples

      Wound Dressing Detects Infection, Changes Color

      Wound Dressing Detects Infection, Changes Color

      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

    • Rehab
      Brain Decoder Spells Out Thoughts

      Brain Decoder Spells Out Thoughts

      Knitted Glove Massages the Hand to Treat Edema

      Knitted Glove Massages the Hand to Treat Edema

      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

  • 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

Nanopore Sensor Exploits Artificial Intelligence for Specific Virus Detection

November 28th, 2018 Conn Hastings Genetics, Informatics, Materials, Medicine, Nanomedicine, Pathology

Researchers at Osaka University in Japan have developed a nanopore sensor to detect single influenza viral particles in a biological sample. The researchers used artificial intelligence to work out the “hallmarks” of the virus, which allowed them to identify it using the sensor. The technique has potential as a point-of-care diagnostic tool for influenza patients, which could be very helpful in case of a dangerous outbreak.

Influenza infects millions of people every year. In vulnerable patients, such as the elderly, the infection can prove fatal, and there is an ever-present risk of a global flu pandemic, which could have catastrophic consequences. Given that the virus is highly contagious, in the case of a dangerous flu outbreak, rapid, sensitive and accurate diagnosis is extremely important, ideally at the point of care.

Current methods to identify the virus include genetic techniques, but conventionally these are not particularly rapid, and can require highly trained staff and specialized laboratory equipment, making them difficult to apply at the point of care.

To overcome this issue, this research group devised a new diagnostic approach that combines artificial intelligence with a nanopore sensor. The sensor involves creating a flow of liquid through a nanopore using an electric current that spans the pore.

The system allows only viral particles to pass through the nanopore, meaning that the sensor is highly specific, even when analyzing complex biological fluids containing numerous components. The device is also extremely sensitive, theoretically allowing the detection of single viral particles. The researchers used an artificial intelligence technique to identify the viral signature.

“We used machine-learning analysis of the electrical signatures of the virions,” said Makusu Tsutsui, a researcher involved in the study. “Using this artificial intelligence approach to signal analysis, our method can recognize a slight current waveform difference, which cannot be discerned by human eyes. This enables high-precision identification of viruses.”

The system may also be useful in detecting other types of virus, suggesting that it could be deployed in a variety of contexts for rapid point-of-care diagnosis.

“Our testing revealed that this new sensor may be suitable for use in a viral test kit that is both quick and simple,” said Akihide Arima, another researcher involved in the study. “Importantly, use of this sensor does not require specialized human expertise, so it can readily be applied as a point-of-care screening approach by a wide variety of healthcare personnel.”

Study in Scientific Reports: Selective detections of single-viruses using solid-state nanopores…

 Via: Osaka University…

Conn Hastings

Conn Hastings received a PhD from the Royal College of Surgeons in Ireland for his work in drug delivery, investigating the potential of injectable hydrogels to deliver cells, drugs and nanoparticles in the treatment of cancer and cardiovascular diseases. After achieving his PhD and completing a year of postdoctoral research, Conn pursued a career in academic publishing, before becoming a full-time science writer and editor, combining his experience within the biomedical sciences with his passion for written communication.

Sponsored

Packaging Compliance Labs (PCL) Celebrates Site Expansion in Grand Rapids, MI

Novel Approach to Assessing Lung Function Enables Improved Detection, Diagnosis and Treatment Decisions in Subject Exposed to Military Burn Pits

U.S. Patent Office Grants Additional Patent Protection For  Exoskeleton Focal-Force Angioplasty Platform

U.S. Patent Office Grants Additional Patent Protection For Exoskeleton Focal-Force Angioplasty Platform

Reliefband® State of Nausea Study Reveals More Than Three-Quarters of Americans Are Prevented from Enjoying Life As a Result of Regular Nausea

Reliefband® State of Nausea Study Reveals More Than Three-Quarters of Americans Are Prevented from Enjoying Life As a Result of Regular Nausea

New AI-Powered Voice Controls Streamline Ultrasound Imaging with All Clarius Handheld Systems

New AI-Powered Voice Controls Streamline Ultrasound Imaging with All Clarius Handheld Systems

interviews & reviews
Automated Computer Assistant for Kidney Transplant Rejection Diagnostics: Interview with Study Authors

Automated Computer Assistant for Kidney Transplant Rejection Diagnostics: Interview with Study Authors

RF Technology for Health Monitoring: Michael Leabman, CTO of Movano Health

RF Technology for Health Monitoring: Michael Leabman, CTO of Movano Health

AI’s role in Healthcare: Exclusive Interview with Catherine Estrampes, President & CEO at GE Healthcare

AI’s role in Healthcare: Exclusive Interview with Catherine Estrampes, President & CEO at GE Healthcare

Digital Self-Neuromodulation Therapy for PTSD: Interview with Oded Kraft, CEO of GrayMatters Health

Digital Self-Neuromodulation Therapy for PTSD: Interview with Oded Kraft, CEO of GrayMatters Health

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

  • 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