TS-072329 — The Need The rapid growth of artificial intelligence and neural networks is driving unprecedented demand for energy-efficient, scalable hardware. Conventional memristors require rare earths and complex fabrication, contributing to electronic waste and limiting accessibility. There is a critical need…

TS-072052 — The Need Current wearable sensors for muscle health are limited in their ability to track real-time geometric changes in muscle size and shape, especially outside controlled laboratory environments. Existing solutions, such as force myography and ultrasound, either lack direct geometric insight or a…

TS-071745 — The Need Current two-way shape memory polymers (SMPs) require expensive, crystalline or liquid crystalline monomers and complex synthesis, limiting their use in cost-sensitive and biocompatible applications. Widely used amorphous polymers (e.g., polystyrene, PMMA) are inexpensive and common in con…

TS-070304 — The Need Current clinical methods for assessing tremor severity in patients with Parkinson’s disease and other movement disorders rely heavily on subjective, qualitative observations, such as evaluating hand-drawn spirals or observing motor tasks. These approaches lack precision, are difficult…

TS-069527 — The Need Cardiovascular MRI (CMR) data acquisition is often time-consuming and relies on complex reconstruction methods that do not fully exploit the spatial and temporal structure of CMR data. There is a need for a more efficient, unsupervised approach that can accelerate CMR imaging while maintai…

TS-067943 — Monitoring human physiological functions and performance during real-time activities is becoming increasingly popular in sporting and healthcare environments. Many studies now suggest that the quantitative evaluation of kinetic parameters, joint range of motion, heart rate, and breathing rate can be…

TS-067810 — Work environments and other brain-intensive activities impose high demands on the cognitive and cerebral resources required to process vast amounts of information. This high demand can expose individuals to cognitive overload, which can be dangerous for their health and lead to errors and accidents.…

TS-067045 — The Need Wireless implants with integrated antennas are highly desirable for diagnostic, therapeutic, and monitoring applications due to their ability to communicate directly with external devices. However, the need for major surgical incisions to implant these devices poses significant risks, incl…

TS-065892 — The Need The microscopic worm C. elegans is a model animal studied in more than 1500 biological and medical research laboratories worldwide due to its genetic manipulability and optical transparency. In C. elegans research, the manual process of picking worms between plates presents a significant …

TS-062505 — The Need Glaucoma and myopia are significant causes of vision loss worldwide, affecting millions of people and imposing a substantial socioeconomical burden. Effective vision care strategies are urgently needed to reduce blindness caused by these conditions and mitigate their associated risks. In v…