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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
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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
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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
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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
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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
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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
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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
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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
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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
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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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Emory UniversityOffice of Technology Transfer