Hardware Quantum Sciences Software AI-Enhanced Single-Photon Quantum Detectors This technology uses advanced machine learning algorithms to extract significantly more information from single-photon detector signals than conventional approaches. By analyzing full detector waveforms… Reference ID: 24-T-206 Desired Partnership: Co-development, Licensing IP: Patent Pending
Diagnostics Software Computational Framework For Unraveling Single-Cell Transcriptional Dynamics Novel system using statistical topic modeling and a bursty transcriptional model to analyze spliced and unspliced RNA, revealing precise cell state transitions and dynamics… Reference ID: 22-T-208 Desired Partnership: Co-development, Licensing IP: Patent Pending
Diagnostics Software AI Pipeline For Predicting Oral Cancer Progression An AI-driven system analyzes histopathology images of oral lesions using deep learning, self-supervised learning, and attention methods to predict cancer progression risk with explainable… Interests: Bioinformatics, Biomarker, Pathology, Point-of-Care Reference ID: 24-T-144 Desired Partnership: Co-development, Licensing IP: Patent Pending
Diagnostics Software Deep Learning Uncertainty Quantification System For Reliable Cancer Histopathology Diagnosis Deep learning and uncertainty estimation (via Monte Carlo dropout and cross-validation) to classify digital pathology images by confidence, improving reliability in cancer diagnostics and… Interests: Pathology Reference ID: 24-T-142 Desired Partnership: Co-development, Licensing IP: Patent Pending
Diagnostics Software Deep Learning-Based Diagnostic System For Differentiating Thyroid Tumor Genetic And Histologic Profiles A deep learning system analyzes high-resolution pathology images to predict thyroid tumor subtypes and gene expression patterns, helping distinguish less aggressive cancers from those… Interests: Pathology Reference ID: 24-T-091 Desired Partnership: Co-development, Licensing IP: Patent Pending
Medical Devices Software DeMaND (Decoding using Manifold Neural Dynamics) This method enables high fidelity decoding of neural activity in an interpretable manner with a small training data set. The Unmet Need: Measuring neural… Interests: Neurology Reference ID: 23-T-075 Desired Partnership: Co-development, Licensing IP: Patent Pending
Software Therapeutics Data-Driven Discovery Of Innate Immunomodulators Via Machine Learning-Guided High Throughput Screening Novel machine learning-enable platform to guide in vitro experimental screening and discovery of small molecule immunomodulators to improve immune responses The unmet need:… Interests: Drug Development Tool, Immunotherapy, Machine Learning/Artificial Intelligence, Small Molecules, Vaccines Reference ID: 24-T-043 Desired Partnership: Co-development, Licensing IP: Patent Pending
Hardware Medical Devices Other Software Treatment Adherence Tracking For Sleep Apnea A new mobile health tool for patients with obstructive sleep apnea (OSA) using a novel CPAP adherence metric and enables tracking of lifestyle features… Interests: Cardiovascular Reference ID: 22-T-198 Desired Partnership: Co-development, Licensing IP: Patent Pending
Hardware Software Grace: A Data Scalable Real-Time Video Communication System Real-time video communications are essential to the daily routine of users for online meetings, cloud gaming, and interactive virtual reality. Retransmitting data packets that… Interests: Communications, Communications Reference ID: 23-T-070 Desired Partnership: Co-development, Licensing IP: Patent Pending
Quantum Sciences Research Tools Software Computational-Guided Spin Defect Systems This method enables predictive growth of qubit host materials without the limitations of iterative measurements. The Unmet Need: Proper characterization of qubit host substrate… Interests: Electronic Reference ID: 23-T-065 Desired Partnership: Co-development, Licensing IP: Patent Pending
Diagnostics Software A System for Frailty Assessment, Frailty Mitigation, and Clinical Research Frailty is a condition that often affects the elderly. It is characterized by increased susceptibility to physiologic stressors such as illness and major surgery.… Interests: Healthcare IT, Musculoskeletal Reference ID: 21-T-046 Desired Partnership: Co-development, Licensing IP: Patent Pending
Software Profitable Trading Strategies Devised Through Machine Learning Sentimental analysis for financial forecasting has been impeded by the ultra-high dimensional challenge of numerically representing huge troves of text. Prior efforts circumvented this… Reference ID: 19-T-080 Desired Partnership: Co-development, Licensing IP: Patent Issued
