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Suspicious Object Detection in Medical Images
Background:
Ultrasound and other medical imaging devices generate images by scanning biological structures and/or tissues of patients. These images aid in the diagnosis of serious illnesses such as cancer. Issues such poor quality and clarity of scanned images or conditions associated with the patient during scans or skill of the technician can...
Published: 7/28/2022
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Inventor(s): Richard Mammone, Christine Podilchuk
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Diagnostics, Technology Classifications > Medical Imaging, Technology Classifications > Healthcare & Life Sciences
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Correcting Image Artifacts in Medical Images
Background:
Ultrasound and other medical imaging technologies remove noise from scanned images by combining the scanned images in an averaging process that reduces and/or eliminates noise inherent in an imaging session. An artifact of the averaging process is blurring effects introduced to the resulting image which diminish the chances of a correct...
Published: 7/28/2022
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Inventor(s): Richard Mammone, Christine Podilchuk
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Medical Imaging, Technology Classifications > Diagnostics, Technology Classifications > Healthcare & Life Sciences
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Heat Map Medical Image Diagnostic
Background:
Ultrasound and other medical imaging devices scan biological structures or tissues of a patient to aid in the diagnosis of serious illnesses such as cancer. Often, clarity and quality of scanned images are suspect due to conditions associated with the patient or the skill of the technician capturing the scanned image and can lead to incorrect...
Published: 7/28/2022
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Inventor(s): Richard Mammone
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Diagnostics, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Medical Imaging
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Correcting Image Distortion in Captured Medical Images
Background:
There are many instances where quick and easy interpretation of a medical images, such as an x-ray, CT scan, MRI or ultrasound is useful. In these instances, the digital transfer of medical images between systems, providers, or users is difficult and time consuming due to the lack of interoperability of software protocols between imaging...
Published: 7/28/2022
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Inventor(s): Richard Mammone, Christine Podilchuk
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Medical Imaging, Technology Classifications > Diagnostics
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Correcting Flawed Photograph Effects in Captured Medical Images
Background:
Ultrasound and other medical imaging devices scan biological structures or tissues of a patient to aid in the diagnosis of serious illnesses such as cancer. Clarity and poor quality of scanned images due to conditions associated with the patient at time of image capture, or the skill of the technician capturing the scanned image can lead...
Published: 7/28/2022
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Inventor(s): Richard Mammone, Christine Podilchuk
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Diagnostics, Technology Classifications > Medical Imaging
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Architecture for Generating Synthetic Medical Data
Learning without sharing medical images
Segmentation using synthetic images
Summary:
Large volumes of data are necessary to train machine learning (ML) algorithms (especially for medical image analysis.) HIPAA and other privacy regulations make it difficult to obtain sufficiently large volumes of disease related images (e.g., from different...
Published: 12/8/2021
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Inventor(s): Qi Chang, Dimitris Metaxas, Hui Qu, Yikai Zhang
Keywords(s): Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Medical Imaging, Technology Classifications > Artificial Intelligence & Machine Learning
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Compact, Transferable and Modular Scanning Probe Microscope Head
Plugged-in SPM with the new head design. Invention Summary:Current scanning probe microscope (SPM) heads are hard-wired into their base with a strong electrical connection, making it impossible to remove the SPM while leaving the cryogenic insert in situ. A SPM head with the ability to be easily removed or transferred about a system is much needed to...
Published: 12/8/2021
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Inventor(s): Angela Coe, Guohong Li, Eva Andrei
Keywords(s): Imaging, Machines & Instruments, Nanotechnology
Category(s): Technology Classifications > Physical Sciences & Engineering
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Internal Vibration Isolation for A Cryogen-free Cryostat to Operate Scanning Tunneling Microscopes
Invention Summary:Cryogen-free cryostats have attracted attention due to their significant reduction in cost and labor to cool systems to cryogenic temperatures. With cryogen-free cryostats helium does not need to be refilled, which allows experiments to run indefinitely without interruption. This also means that the costly drawing from the worlds scarce...
Published: 12/8/2021
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Inventor(s): Angela Coe, Guohong Li, Eva Andrei
Keywords(s): Imaging, Machines & Instruments, Nanotechnology
Category(s): Technology Classifications > Physical Sciences & Engineering
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Static and Dynamic MRI Reconstruction and Segmentation
Channel-wise Attention Network Model (MICCAN)
Motion Guided Dynamic Reconstruction (MODRN)
Joint Reconstruction and Segmentation
Summary:
Magnetic resonance imaging (MRI) technology is a widely used imaging technology but has several drawbacks including: the amount of time necessary for a scan, the requirement for a breath hold when...
Published: 12/8/2021
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Inventor(s): Dimitris Metaxas, Qiaoying Huang
Keywords(s): Cardiovascular, Imaging
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Medical Imaging
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Image Processing Neural Network Systems and Methods with Scene Understanding
Using ScenarioNet to find high-level similarities and differences between two images
Purpose:
The ability for computational agents to reason about the high-level content of real-world scene images is important for many applications. For example, for many applications (e.g. robotics, human-machine teaming, surveillance, and autonomous vehicles),...
Published: 12/8/2021
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Inventor(s): Dimitris Metaxas, Zachary Daniels
Keywords(s): Imaging
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Artificial Intelligence & Machine Learning
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