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Multiple Organ Localization and Segmentation for Automatic Treatment Planning
­ Application A software for automatic detecting and segmenting tumors and Organs at Risk (OAR) in medical images. Key Benefits Automatically detect and segment tumors and OARs. Can detect multiple organs and generate their contour maps. Market Summary The National Cancer Institute estimates that in 2019 there were 53,000 new head and...
Published: 5/18/2022       Contributor(s): Xiaofeng Yang, Yang Lei, Tian Liu
CBCT-Guided Adaptive Photon and Proton Radiotherapy
­ Application Generating synthetic MRI images from CBCT images with deep learning. Key Benefits Generate high contrast MRI images from cone-beam CT images. High quality, high contrast images to enable precise radiation treatment. Market Summary Cone-beam computed tomography (CBCT) is an imaging method that produces 3D images of tissues...
Published: 5/18/2022       Contributor(s): Xiaofeng Yang, Yang Lei, Tian Liu, Jun Zhou
trackRank: A Next-Generation Sequencing Data Analysis Software
Application The trackRank technology is a ranking algorithm suite which can identify and rank genomics datasets relative to their significance to a given query gene or genomic location. Key Benefits Dynamic genome browser that will search among thousands of tracks in its database and automatically identify the most relevant. This method will rank...
Published: 5/17/2022       Contributor(s): Zhaohui (Steve) Qin, Fusheng Wang, William (Stephen) Pittard
Patient-Specific Replan Probability Prediction for Radiotherapy Treatment
­ Application A replan-probability-constrained optimization algorithm for patient-specific treatment plan optimization to reduce replan rates in radiation therapy. Key Benefits Ability to predict if a head and neck cancer patient will need a re-plan. Determines the statistical significance of dosimetry and clinical features. Market Summary Worldwide,...
Published: 5/13/2022       Contributor(s): Jun Zhou, Mark McDonald, Tian Liu, Chih-Wei Chang, Duncan Bohannon
Choledocholithiasis (Gallstones in Bile) Prediction Algorithm iOS App
­ Application A mobile app to predict gallstones in the bile duct in children. Key Benefits Accurate, non-invasive prediction of gallstones in the bile duct. Based on readily available patient information. Market Summary Choledocholithiasis refers to bile stones in the gal duct and is prevalent in approximately 1.9% of children (Medscape)....
Published: 5/13/2022       Contributor(s): Reuven Zev Cohen, Alvin Freeman, Sheng Zhang
Machine Learning Identifies Abnormal Ca2+ Transients in Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes
­ Application NAC (N-acetyl-L-cystine) as an antioxidant to reduce chemotherapy induced oxidative stress and cardiotoxicity. Key Benefits Potentially decreases the time and labor for evaluating transient calcium compared to current gold standard methods. May accelerate the development of new drugs for cardiovascular diseases. Could improve...
Published: 5/13/2022       Contributor(s): Chunhui Xu, Jingjing Yang, Hyun Hwang
Nonlinear Manifold Alignment Decoding (NoMAD) for Robust Brain-Machine Interfaces
­ Application Nonlinear Manifold Alignment Decoding for Brain-Machine Interface (BMI). Key Benefits Accurate, non-invasive prediction of gallstones in the bile duct. Based on readily available patient information. Market Summary The invention described in this disclosure could contribute to the global neuroprosthetics market which is expected...
Published: 5/13/2022       Contributor(s): Chethan Pandarinath, Mohammadreza Keshtkaran, Lahiru Wimalasena, Yahia Ali, Andrew Sedler, Lee Miller, Josephine Wallner, Xuan Ma, Ali Farshchian, Brianna Karpowicz
Method for Anonymization of Clinical Free-Text Reports
­ Application An automated anonymization method for processing many DICOM files and clinical records from multiple institutions. Key Benefits Potentially improve quality and efficiency of clinical studies. Faster method for anonymization of protected health information (PHI). Market Summary The management of sensitive clinical and personal...
Published: 3/16/2022       Contributor(s): Hari Trivedi, William Zhu
Conformal Mapping of Physical Spaces for Augmented Reality (AR) Experiences
­ Application Practical approach to develop an AR experience at scale to incorporate real-world museum exhibits and other open-ended spaces. Key Benefits Track and trigger any large exhibit (indoor) space as one single image target. Conformal mapping provides greater flexibility by adding or removing AR trigger markers. Technical Summary To...
Published: 2/23/2022       Contributor(s): Aryabrata Basu
Using Mobile Location Data to Construct Large Social Networks
­ Application A software model for generating colocalization information from mobile data and constructing a social network. Key Benefits Software that can be licensed. Constructs social networks from any mobile location data. Largely reducing the total computational time by over 20 times. Scalable to extremely high data volumes. Market...
Published: 1/24/2022       Contributor(s): David Schweidel, Hanyu Zhang, Kunpeng Zhang
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