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Predicting Scores of Repetitive Movement Measurements using Image Classification

Unmet NeedAccording to the Parkinson’s foundation, 1.2 million people in the United States will be living with Parkinson’s disease by the year 2030. The present rating scale to measure the disease’s severity and progression is performed by trained clinicians and movement disorder specialists, which may not always be perfect due to the heterogeneity...

Published: 3/13/2026 | Inventor(s): James Brasic, Akanksha Suresh

Keywords(s):

Category(s): Clinical and Disease Specializations > Neurology > Parkinson’s Disease, Technology Classifications > Diagnostics > Diagnostic Imaging, Technology Classifications > Diagnostics > Prognostic Biomarkers, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Computers, Electronics & Software > Sensors

A Machine Learning Framework for Tagged MRI Analysis

Value Proposition: The BRITE framework operates on tagged MRI data to significantly improve the accuracy and efficiency of evaluating motion and strain in tissues. This advancement enables clinicians to make more informed decisions regarding patient care, particularly in diagnosing cardiovascular conditions and analyzing brain mechanics, ultimately...

Published: 3/13/2026 | Inventor(s): Zhangxing Bian, Jerry Prince, Shuwen Wei, Ahmed Alshareef, Jiachen Zhuo

Keywords(s):

Category(s): Clinical and Disease Specializations > Cardiovascular, Clinical and Disease Specializations > Neurology, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Diagnostics > Diagnostic Imaging, Technology Classifications > Research Tools > Imaging

Abdominal Multi-Organ Segmentation with Organ-Attention Networks

Value Proposition· Higher accuracy: Uses a novel organ-attention mechanism to reduce false positives and improve organ boundaries· Integrated view predictions: Utilizes axial, sagittal, and coronal images to produce robust and consistent organ labels· Rapid approach: Utilizes accessible GPU hardware over stronger, but slower, alternatives· Highly...

Published: 3/13/2026 | Inventor(s): Alan Yuille, Elliot Fishman, Seyoun Park, Yan Wang, Yuyin Zhou, Wei Shen

Keywords(s): Computer and Network Systems, Computer Software, Image Analysis Software

Category(s): Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis

Improving Diffusion Image Quality Using Natural Image Statistics

Value Proposition: A plug-and-play, parameter-efficient module for diffusion-based image generation that measurably improves perceptual quality and naturalness across diverse tasks without requiring full model retraining. Unmet Need: As diffusion models proliferate across consumer and enterprise applications, including text-to-image synthesis, photo...

Published: 3/13/2026 | Inventor(s): Aniket Roy, Maitreya Suin, Anshul Shah, Ketul Shah, Jiang Liu, Rama Chellappa

Keywords(s):

Category(s): Copyright, Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Medical Devices > Imaging

BatVision: Regression-Calibrated Single-View Computer Vision Pipeline for Precise Equipment Analysis and Quality Control

Value Proposition BatVision converts any smartphone into a sub‑millimeter, single‑photo measurement system that delivers continuous, reproducible geometric profiles in seconds, unlocking fast, low-cost, data-driven quality control and performance optimization. Unmet Need Precise geometry measurement is critical for a wide variety of industries,...

Published: 3/13/2026 | Inventor(s): Xiaojian Sun, Junlin Wu, Anton Dahbura

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Computers, Electronics & Software > Sensors, Technology Classifications > Engineering Tech > Industrial Manufacturing, Copyright

Methods, Systems, and Computer Readable Media for Storing and Processing Ultrasound Audio Data

Value Proposition:· Enhances Diagnostic Capabilities: Captures, stores, and analyzes spectral Doppler audio data to improve real-time and retrospective evaluations. · Non-Invasive and Real-Time: Provides real-time monitoring of blood flow, tissue elasticity, and other biological attributes without disrupting standard ultrasound procedures....

Published: 3/13/2026 | Inventor(s): Max Kerensky, Amir Manbachi, Nicholas Theodore, Nitish Thakor, Kelley Leadingham

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Databases, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Diagnostics > Diagnostic Imaging

Natural Language Interface for Robotic C-arm X-ray Systems

Value Proposition· Ease of Use – clinicians can operate the device hands-free.· Enhanced Efficiency – voice commands reduce the time needed to position the C-arm and improving overall imaging efficiency.· Accessibility – this technology can make the equipment more accessible to users who may have difficulty with traditional joystick...

Published: 3/13/2026 | Inventor(s): Mathias Unberath, Benjamin Killeen

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Diagnostics > Diagnostic Imaging

Method for 3D-2D Registration of Low-Contrast and/or Deformable Structures

JHU Ref #: C17165Value Proposition· Advanced Visualization – currently the only imaging registration software that can perform registration of low-contrast structures.· Enhanced Accuracy – provides precise local and global 3D-2D image registration.· Software Versatility – effective for both low-contrast and movable structures, making...

Published: 3/13/2026 | Inventor(s): Jeffrey Siewerdsen, Rohan Vijayan

Keywords(s):

Category(s): Technology Classifications > Medical Devices > Imaging, Clinical and Disease Specializations > Surgery, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis

Image-Guided Autonomous Robotic Surgical Resection System

Value Proposition· This system is the first to achieve autonomous tumor resection using animal tissues with consistent precision. · The technology can be widely used in surgical resections beyond interventional oncology such as gastrointestinal surgery, dermatological surgery, gallbladder surgery, and gynecological surgery. · The technology...

Published: 3/13/2026 | Inventor(s): Axel Krieger, Jiawei Ge, Michael Kam, Ethan Kilmer, Hamed Saeidi, Justin Opfermann, Simon Leonard

Keywords(s):

Category(s): Technology Classifications > Medical Devices > Surgery, Technology Classifications > Medical Devices > Surgical, Technology Classifications > Medical Devices > Imaging, Technology Classifications > Computers, Electronics & Software > Robotics, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis

Software Tools for Tomographic Reconstruction

Value Proposition· Superior Image Quality – the proposed nonlinear DPS method outperforms traditional reconstruction methods and linear DPS models, offering better high-quality images across different acquisition protocols compared to conditionally trained deep learning approaches· State-of-the-Art Reconstruction – cutting-edge implementations...

Published: 3/13/2026 | Inventor(s): Joseph Stayman, Xiao Jiang, Shudong Li, Altea Lorenzon, Peiqing Teng

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis

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