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
Channels
Artificial Intelligence
view channelSurgical Techniques
view channel
Surgical Innovation Cuts Ovarian Cancer Risk by 80%
Ovarian cancer remains the deadliest gynecological cancer, largely because there is no reliable screening test, and most cases are diagnosed at advanced stages. Thousands of patients die each year as treatment... Read more
New Imaging Combo Offers Hope for High-Risk Heart Patients
Patients with type 2 diabetes often develop complex, severe coronary artery disease involving multiple narrowed or blocked arteries, making complete revascularization difficult. Without detailed functional... Read morePatient Care
view channel
Revolutionary Automatic IV-Line Flushing Device to Enhance Infusion Care
More than 80% of in-hospital patients receive intravenous (IV) therapy. Every dose of IV medicine delivered in a small volume (<250 mL) infusion bag should be followed by subsequent flushing to ensure... Read more
VR Training Tool Combats Contamination of Portable Medical Equipment
Healthcare-associated infections (HAIs) impact one in every 31 patients, cause nearly 100,000 deaths each year, and cost USD 28.4 billion in direct medical expenses. Notably, up to 75% of these infections... Read more
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 moreFirst-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 moreHealth IT
view channel
EMR-Based Tool Predicts Graft Failure After Kidney Transplant
Kidney transplantation offers patients with end-stage kidney disease longer survival and better quality of life than dialysis, yet graft failure remains a major challenge. Although a successful transplant... Read more
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 moreBusiness
view channel
Medtronic to Acquire Coronary Artery Medtech Company CathWorks
Medtronic plc (Galway, Ireland) has announced that it will exercise its option to acquire CathWorks (Kfar Saba, Israel), a privately held medical device company, which aims to transform how coronary artery... Read more
Medtronic and Mindray Expand Strategic Partnership to Ambulatory Surgery Centers in the U.S.
Mindray North America and Medtronic have expanded their strategic partnership to bring integrated patient monitoring solutions to ambulatory surgery centers across the United States. The collaboration... Read more
FDA Clearance Expands Robotic Options for Minimally Invasive Heart Surgery
Cardiovascular disease remains the world’s leading cause of death, with nearly 18 million fatalities each year, and more than two million patients undergo open-heart surgery annually, most involving sternotomy.... Read more







