Novel App Screens for Anemia without Blood Test
By HospiMedica International staff writers Posted on 27 Sep 2016 |

Image: The HemaApp measures hemoglobin levels by illuminating a finger with a smartphone’s camera flash (Photo courtesy of Dennis Wise / UW).
Hemoglobin levels and anemia can be construed non-invasively by illuminating a patient’s finger with a smartphone camera flash, according to a new study.
The HemaApp smartphone application, under development at the University of Washington (UW; Seattle, USA), shines light through a patient’s finger at different wavelengths, as well as infrared (IR) energy, to create a series of videos. By analyzing color absorption and reflectance across the different wavelengths, it detects concentrations of hemoglobin and other blood components, such as plasma. Processing algorithms also use pulse to distinguish between the properties of the patient’s blood and the physical characteristics of the finger.
The researchers tested the app under three different scenarios: using the smartphone camera’s flash alone, in combination with a common incandescent light bulb providing ambient light, and with a low-cost light emitting diode (LED) lighting attachment. The additional illumination sources are used to take advantage of properties found in other wavelengths of the electromagnetic spectrum that present useful absorption properties, but that are not currently found on all smartphone cameras.
In the initial trials, the correlation between HemaApp and the patient’s hemoglobin count on a complete blood count (CBC) test using the smartphone camera alone was 69%, with a common incandescent light bulb the correlation was 74%, and when used with the LED attachment, the correlation was 82%. For comparison, the Masimo (Irvine, CA, USA) Pronto showed a correlation of 81% to the CBC. The study was presented at the International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), held during September 2016 in Heidelberg (Germany).
“New phones are beginning to have more advanced infrared and multi-color LED capabilities; but what we found is that even if your phone doesn’t have all that, you can put your finger near an external light source like a common light bulb and boost the accuracy rates,” said senior author Professor Shwetak Patel, PhD, of the department of computer science & engineering and electrical engineering. “We’re just starting to scratch the surface here. There’s a lot that we want to tackle in using phones for non-invasively screening disease.”
Related Links:
University of Washington
Masimo
The HemaApp smartphone application, under development at the University of Washington (UW; Seattle, USA), shines light through a patient’s finger at different wavelengths, as well as infrared (IR) energy, to create a series of videos. By analyzing color absorption and reflectance across the different wavelengths, it detects concentrations of hemoglobin and other blood components, such as plasma. Processing algorithms also use pulse to distinguish between the properties of the patient’s blood and the physical characteristics of the finger.
The researchers tested the app under three different scenarios: using the smartphone camera’s flash alone, in combination with a common incandescent light bulb providing ambient light, and with a low-cost light emitting diode (LED) lighting attachment. The additional illumination sources are used to take advantage of properties found in other wavelengths of the electromagnetic spectrum that present useful absorption properties, but that are not currently found on all smartphone cameras.
In the initial trials, the correlation between HemaApp and the patient’s hemoglobin count on a complete blood count (CBC) test using the smartphone camera alone was 69%, with a common incandescent light bulb the correlation was 74%, and when used with the LED attachment, the correlation was 82%. For comparison, the Masimo (Irvine, CA, USA) Pronto showed a correlation of 81% to the CBC. The study was presented at the International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), held during September 2016 in Heidelberg (Germany).
“New phones are beginning to have more advanced infrared and multi-color LED capabilities; but what we found is that even if your phone doesn’t have all that, you can put your finger near an external light source like a common light bulb and boost the accuracy rates,” said senior author Professor Shwetak Patel, PhD, of the department of computer science & engineering and electrical engineering. “We’re just starting to scratch the surface here. There’s a lot that we want to tackle in using phones for non-invasively screening disease.”
Related Links:
University of Washington
Masimo
Latest Critical Care News
- Novel Cannula Delivery System Enables Targeted Delivery of Imaging Agents and Drugs
- Ingestible Smart Capsule for Chemical Sensing in the Gut Moves Closer to Market
- Novel Intrabronchial Method Delivers Cell Therapies in Critically Ill Patients on External Lung Support
- Generative AI Technology Detects Heart Disease Earlier Than Conventional Methods
- Wearable Technology Predicts Cardiovascular Risk by Continuously Monitoring Heart Rate Recovery
- Wearable Health Monitoring Device Measures Gases Emitted from and Absorbed by Skin
- Groundbreaking Technology Rapidly Detects Airborne Influenza Viruses
- Handheld Device Could Transform Heart Disease Screening
- Flexible Semi-Autonomous Robot Could Deliver Medicine Inside Body
- Neurorestorative Treatment Strategies Hold Promise for Most Severe Forms of Epilepsy
- Gene Discovery Could Help Grow New Heart Arteries
- Study Discovers Invisible Transmission of Common Hospital-Associated Infection
- Non-Invasive Neuro-Ophthalmology Techniques Could Detect Brain Tumors Earlier
- Mass Manufactured Nanoparticles to Deliver Cancer Drugs Directly to Tumors
- World’s Smallest Pacemaker Fits Inside Syringe Tip
- AI-Powered, Internet-Connected Medical Devices to Revolutionize Healthcare, Finds Study
Channels
Surgical Techniques
view channel
Pioneering Sutureless Coronary Bypass Technology to Eliminate Open-Chest Procedures
In patients with coronary artery disease, certain blood vessels may be narrowed or blocked, requiring a stent or a bypass (also known as diversion) to restore blood flow to the heart. Bypass surgeries... Read more
Intravascular Imaging for Guiding Stent Implantation Ensures Safer Stenting Procedures
Patients diagnosed with coronary artery disease, which is caused by plaque accumulation within the arteries leading to chest pain, shortness of breath, and potential heart attacks, frequently undergo percutaneous... Read more
World's First AI Surgical Guidance Platform Allows Surgeons to Measure Success in Real-Time
Surgeons have always faced challenges in measuring their progress toward surgical goals during procedures. Traditionally, obtaining measurements required stepping out of the sterile environment to perform... Read morePatient Care
view channel
Portable Biosensor Platform to Reduce Hospital-Acquired Infections
Approximately 4 million patients in the European Union acquire healthcare-associated infections (HAIs) or nosocomial infections each year, with around 37,000 deaths directly resulting from these infections,... Read more
First-Of-Its-Kind Portable Germicidal Light Technology Disinfects High-Touch Clinical Surfaces in Seconds
Reducing healthcare-acquired infections (HAIs) remains a pressing issue within global healthcare systems. In the United States alone, 1.7 million patients contract HAIs annually, leading to approximately... Read more
Surgical Capacity Optimization Solution Helps Hospitals Boost OR Utilization
An innovative solution has the capability to transform surgical capacity utilization by targeting the root cause of surgical block time inefficiencies. Fujitsu Limited’s (Tokyo, Japan) Surgical Capacity... Read more
Game-Changing Innovation in Surgical Instrument Sterilization Significantly Improves OR Throughput
A groundbreaking innovation enables hospitals to significantly improve instrument processing time and throughput in operating rooms (ORs) and sterile processing departments. Turbett Surgical, Inc.... Read moreHealth IT
view channel
Printable Molecule-Selective Nanoparticles Enable Mass Production of Wearable Biosensors
The future of medicine is likely to focus on the personalization of healthcare—understanding exactly what an individual requires and delivering the appropriate combination of nutrients, metabolites, and... Read more
Smartwatches Could Detect Congestive Heart Failure
Diagnosing congestive heart failure (CHF) typically requires expensive and time-consuming imaging techniques like echocardiography, also known as cardiac ultrasound. Previously, detecting CHF by analyzing... Read moreBusiness
view channel
Expanded Collaboration to Transform OR Technology Through AI and Automation
The expansion of an existing collaboration between three leading companies aims to develop artificial intelligence (AI)-driven solutions for smart operating rooms with sophisticated monitoring and automation.... Read more