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Personalized Behavioral Risk Prediction Technology
Unmet Need Daily environments significantly influence mental and physical health, impacting factors like stress, sleep quality, and behaviors tied to addiction and mental health conditions. For example, specific environments may trigger smoking, exacerbate insomnia, or…
Computer Aided Detection Tool for Difficult-to-Detect Brain Metastases
Unmet Need An estimated 20% of all cancer patients will develop brain metastases in their lifetime. These metastases are first diagnosed by neuroradiologists using CT, and more commonly, MR imaging. If a limited number of…
A predictive model for early detection of psychiatric risk in adolescents
Unmet Need According to the World Health Organization, nearly 15% of adolescents (10 to 19-year-olds) experience a mental health condition, many of which remain undiagnosed and untreated. Since the beginning of the COVID-19 pandemic, the…
Machine learning algorithm to improve performance of hearing aids and cochlear implants in reverberant environments
Unmet Need In the US, nearly 30 million adults require assistive hearing technology such as hearing aids and cochlear implants. Even with assistive devices, hearing impaired individuals have particular trouble with speech recognition in reverberant…
3D Sensing System with Automated Data Output for Objective Cervical Dystonia Diagnosis and Treatment Monitoring
Unmet Need Cervical dystonia is a neurological disorder affecting about 60,000 people in the United States, characterized by abnormal postures, tremor, pain, and spasms of the neck muscles. Current measurements of cervical dystonia rely on…
The Chronic Overlapping Pain Condition Screener
Unmet Need Ten Chronic Overlapping Pain Conditions (COPCs) are currently recognized by the National Institutes of Health Pain Consortium (eg, irritable bowel syndrome, chronic migraine headache, and chronic low back pain). These conditions affect millions…
Novel Self-Assembling Nanoparticles for Extended Duration Local Anesthetics
Unmet Need An estimated 40 million surgeries are performed every year in the United States. Out of this population, an estimated 80% had post-operative pain with 75% reporting it as moderate to extreme. Local anesthetics…
A spatial coherence filtering method to increase resolution in color-flow ultrasound imaging
Unmet Need Color-flow ultrasound imaging is a technique that allows for visualization of blood flow within tissues and is frequently used to diagnose cardiovascular abnormalities, guide needle biopsies, examine tumor vascularity, and measure blood flow…
Systems and methods for efficient prediction and design of neural stimulation
Unmet Need Bioelectronic therapy is the ability to deliver various electrical impulses to patients through implanted medical devices. These devices can treat heart failure, epilepsy, and chronic pain among other ailments. Depending on the disease,…
Alzheimer’s Disease Risk Calculator
Unmet Need About 10% of people above the age of 65 have Alzheimer’s disease (AD). AD varies significantly across patients, both in initial presentation and severity, as well as in the rate of disease progression.…
Reducing emergency department crowding through machine learning technology
Unmet Need Over the last 40 years, the number of hospitals and hospital beds in the U.S. has declined, while the demand for emergency department services has increased. As a result, emergency department crowding has…
Laser surgery targeting and guidance system
Unmet Need Lasers are frequently used in surgery, particularly in dermatology and oncology, to excise harmful tissue from the body. However, due to the difficulties in guiding laser surgical instruments, these tools may fail to…