Smartphone app Detects Neonatal Jaundice in Minutes
|
By HospiMedica International staff writers Posted on 16 Sep 2014 |

Image: The BiliCam app reporting that bilirubin levels are normal (Photo courtesy of the University of Washington).
A new smartphone app could serve as a screening tool to ascertain whether a baby needs a blood test to determine bilirubin levels.
The BiliCam app, developed by researchers at the University of Washington (UW, Seattle, USA), evaluates a newborns skin tone relative to an included color calibration card (to account for different lighting conditions and skin tones). After capturing the data using the smartphone camera, the photo is sent to the cloud, where it is analyzed by machine-learning algorithms. The report on the newborn’s estimated bilirubin levels is delivered within minutes to doctors and parents.
The UW researchers ran a clinical study with 100 newborns and their families at UW Medical Center, comparing the BiliCam to a standard blood test; the app performed as well as or better than the current screening tool. The researchers plan to test BiliCam on up to 1,000 additional newborns, especially those with darker skin pigments; the algorithms will then be robust enough to account for all ethnicities and skin colors. Though it would not replace a blood test, BiliCam could also become a useful tool in developing countries where jaundice accounts for many newborn deaths.
“Virtually every baby gets jaundiced, and we’re sending them home from the hospital even before bilirubin levels reach their peak,” said professor of pediatrics James Taylor, MD, medical director of the newborn nursery at UW Medical Center. “This smartphone test is really for babies in the first few days after they go home. A parent or health care provider can get an accurate picture of bilirubin to bridge the gap after leaving the hospital.”
“BiliCam would be a significantly cheaper and more accessible option than the existing reliable screening methods,” added Lilian de Greef, MSc, a UW doctoral student in computer science and engineering. “Lowering the access barrier to medical applications can have profound effects on patients, their caregivers, and their doctors, especially for something as prevalent as newborn jaundice.”
Neonatal jaundice is a yellowing of the skin and other tissues of a newborn infant as a result of a bilirubin level of more than 5 mg/dL. Jaundiced newborns have an apparent icteric sclera and yellowing of the face, extending down onto the chest. The condition affects 50%–60% of all babies in the first week of life. Prolonged hyperbilirubinemia can result into chronic bilirubin encephalopathy (kernicterus). Treatment includes phototherapy using a blue light at a wavelength of 420–448 nm, which oxidizes bilirubin to biliverdin.
Related Links:
University of Washington
The BiliCam app, developed by researchers at the University of Washington (UW, Seattle, USA), evaluates a newborns skin tone relative to an included color calibration card (to account for different lighting conditions and skin tones). After capturing the data using the smartphone camera, the photo is sent to the cloud, where it is analyzed by machine-learning algorithms. The report on the newborn’s estimated bilirubin levels is delivered within minutes to doctors and parents.
The UW researchers ran a clinical study with 100 newborns and their families at UW Medical Center, comparing the BiliCam to a standard blood test; the app performed as well as or better than the current screening tool. The researchers plan to test BiliCam on up to 1,000 additional newborns, especially those with darker skin pigments; the algorithms will then be robust enough to account for all ethnicities and skin colors. Though it would not replace a blood test, BiliCam could also become a useful tool in developing countries where jaundice accounts for many newborn deaths.
“Virtually every baby gets jaundiced, and we’re sending them home from the hospital even before bilirubin levels reach their peak,” said professor of pediatrics James Taylor, MD, medical director of the newborn nursery at UW Medical Center. “This smartphone test is really for babies in the first few days after they go home. A parent or health care provider can get an accurate picture of bilirubin to bridge the gap after leaving the hospital.”
“BiliCam would be a significantly cheaper and more accessible option than the existing reliable screening methods,” added Lilian de Greef, MSc, a UW doctoral student in computer science and engineering. “Lowering the access barrier to medical applications can have profound effects on patients, their caregivers, and their doctors, especially for something as prevalent as newborn jaundice.”
Neonatal jaundice is a yellowing of the skin and other tissues of a newborn infant as a result of a bilirubin level of more than 5 mg/dL. Jaundiced newborns have an apparent icteric sclera and yellowing of the face, extending down onto the chest. The condition affects 50%–60% of all babies in the first week of life. Prolonged hyperbilirubinemia can result into chronic bilirubin encephalopathy (kernicterus). Treatment includes phototherapy using a blue light at a wavelength of 420–448 nm, which oxidizes bilirubin to biliverdin.
Related Links:
University of Washington
Latest Critical Care News
- Personalized Neuromodulation System Receives FDA Clearance for PTSD Treatment
- New Multimodal Framework Targets Debilitating Form of Heart Failure
- Telehealth-Enabled Paramedic Program Supports Post-Discharge Heart Failure Care
- AI Software Update Boosts Image Quality and Workflow for Portable MRI System
- New Polymer Electrode Extends Runtime of Needle-Free Drug Delivery Patches
- Ultrasound Technique Enables Arrhythmia Risk Assessment in Mitral Valve Disease
- 3D-Printed Membrane Could Enable Smaller, More Efficient Artificial Lungs
- Wearable Ultrasound Patch Uses AI to Detect Elevated Central Venous Pressure
- Switchable Soft Material Could Improve On-Demand Drug Delivery
- Smart Patch Could Detect Fentanyl and Deliver Automatic Overdose Aid
- AI Wearable Enables Continuous Noninvasive Arterial Blood Pressure Monitoring
- Inflatable Device Streamlines Repositioning of Proned Ventilated Patients
- Intensive Blood Pressure Management Reduces Recurrent Stroke After Intracerebral Hemorrhage
- Stretchable Catheter Could Reveal High-Risk Plaque Before It Causes a Heart Attack
- Wearable Patch Enables Continuous Noninvasive Cholesterol and Triglyceride Monitoring
- Biomass-Derived E-Skin Patch Enables Smart Wound Care and Wireless Health Monitoring
Channels
Artificial Intelligence
view channel
AI Tool Predicts Post-Heart Attack Trajectories to Personalize Follow-Up
Acute myocardial infarction (heart attack) survivors often develop new comorbidities and complications that unfold over years. Predicting which patients will deteriorate and where problems will arise remains... Read more
AI Digital Twin Platform Supports Personalized Cancer Treatment
Oncology teams face persistent challenges in tailoring treatment plans as tumors evolve and responses vary across patients. Static snapshots from imaging or genomics offer limited guidance for complex... Read more
Study Reveals Persistent Race and Gender Bias in Medical AI Models
Hospitals are turning to artificial intelligence (AI) to draft clinical materials and support decision-making, yet algorithmic bias can entrench inequities in care. When generated content reflects racial... Read more
New Study Highlights Benefits and Risks of AI Explanations in Clinical Diagnosis
Explainable artificial intelligence is increasingly used in tools that help clinicians and patients assess skin disease, but its explanations can influence decisions and contribute to overreliance or error.... Read moreCritical Care
view channel
New Multimodal Framework Targets Debilitating Form of Heart Failure
Heart failure with preserved ejection fraction (HFpEF) occurs when the left ventricle becomes stiff and thickened despite maintaining a normal ejection fraction. The condition is increasingly common with... Read more
Personalized Neuromodulation System Receives FDA Clearance for PTSD Treatment
Post-traumatic stress disorder (PTSD) is a trauma-related mental health condition marked by persistent reexperiencing, hyperarousal, and avoidance that can impair daily functioning. Many patients, including... Read moreSurgical Techniques
view channel
Robot-Assisted Surgery Shows Advantages Over Laparoscopy in Gastric Cancer
Gastric cancer is most often treated with surgery, yet minimally invasive techniques can be technically challenging. Laparoscopic gastrectomy reduces recovery time compared with open surgery but relies... Read more
New Implant-Based System Gains FDA Approval for GERD Treatment
Gastroesophageal reflux disease is often treated surgically with techniques that encircle the esophagus, a strategy associated with dysphagia, inability to belch or vomit, and gas bloating.... Read morePatient Care
view channel
Multicenter Study Quantifies Delays in Care for Emergency Department Boarders
Emergency department (ED) boarding—the practice of keeping admitted patients in the ED while awaiting an inpatient bed—creates hazardous delays in definitive care. Prolonged transitions expose older and... Read more
Real-Time Radiation Monitor Supports Safer Fluoroscopy-Guided Procedures
Fluoroscopy-guided procedures expose clinicians to scatter radiation that accumulates over time, creating persistent occupational risks in cath labs and interventional suites. Traditional badges typically... Read moreMedical Imaging
view channel
AI Analyzes Spinal X-Rays to Standardize Scoliosis Assessment
Scoliosis, an abnormal sideways curvature of the spine that often arises in adolescence, is gauged on radiographs using angular measurements. These measurements guide diagnosis, follow-up, and treatment... Read more
Imaging Precision Tool Enables Method Comparison Without Ground-Truth Data
Quantitative measurements from medical images increasingly guide diagnosis and treatment, yet their reliability can be difficult to verify in routine care. In many cases, the true value of what is being... Read more
AI-Derived Brain Age from MRI Predicts Future Dementia Risk
Early identification of patients likely to progress to dementia remains difficult in memory clinics, where visual ratings of brain atrophy may miss subtle early changes. Dementia develops gradually and... Read more
Imaging Biomarkers Aim to Personalize Treatment for Post-Stroke Bladder Dysfunction
Post-stroke lower urinary tract dysfunction, including urinary incontinence, affects many stroke survivors and can persist long after the acute event. These symptoms undermine independence, burden caregivers,... Read morePoint of Care
view channel
Ultrathin Metasurface Could Bring Quantitative Phase Imaging to Portable Devices
Point-of-care imaging often depends on bulky optical systems that have difficulty visualizing nearly transparent cells and tissues without staining. These limitations can slow diagnosis and restrict use... Read moreRapid Onsite Testing Reduces Emergency Department Transfers in Long-Term Care
Respiratory infections in long-term care residents frequently trigger emergency department transfers that strain hospital capacity and expose frail patients to additional risks. Turnaround delays from... Read moreBusiness
view channel







