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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: 1/1/2026 | 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: 1/1/2026 | 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

Accelerating Numerical Methods with AI-Based Surrogate Models

Value Proposition: Efficient modeling of dynamic phenomena with negligible error rates below 1% Reduced computational demand, not dependent on large datasets Utility across different domains and scalable to multiscale challenges Applicable to life sciences, material science, and engineering sectors Unmet Need: Accurate modeling of material...

Published: 1/1/2026 | Inventor(s): Somdatta Goswami, Wei Wang

Keywords(s):

Patient Reported Outcome Measure for Vascular Malformation ("PROVAM") Questionnaire

An express license for this technology is available via JHTV's online licensing portal.PROVAM was developed to assess symptoms, functional limitations, and social/emotional effects experienced by patients with low-flow vascular malformations (VMs). The 30-item instrument assesses the domains of pain, emotional/social well-being, functional impact,...

Published: 1/1/2026 | Inventor(s): Clifford Weiss, Ryan England

Keywords(s):

Category(s): Express Licensing, Copyright

Nursing Informatics Competency Assessment Tool (NiCAT 2.0)

An express license for this technology is available via JHTV's online licensing portal.Value PropositionNovel informatics assessment tool for bedside nurses at baselineImproved upon by feedback from current users and pilot data from program at Johns Hopkins Bayview Medical CenterRelevant subscores to specify future areas of focus in improving informatics...

Published: 1/1/2026 | Inventor(s): Vinciya Pandian, Alphonsa Rahman

Keywords(s):

Category(s): Copyright, Express Licensing, Technology Classifications > Computers, Electronics & Software > Education Tech

Care Planning Forms -- Guided Care, 2022

An express license for this technology is available via JHTV's online licensing portal.Unmet Need There is a growing number of aging Americans living with multiple morbidities, which has placed immense financial burden on healthcare programs across the country (CMS, 2012). Under the current model, older adult patients seek general medical...

Published: 1/1/2026 | Inventor(s): Charles (Chad) Boult

Keywords(s):

Category(s): Copyright, Clinical and Disease Specializations > Pain > Chronic Pain

Machine Learning Optimization for a Neural Implant

Unmet NeedElectrical stimulation with neural implants plays a crucial role in restoring sensory and motor function, as well as treating neurological disorders, including Parkinson’s disease[i], seizures, and even psychiatric disorders. Despite decades of research and development, neural implants only result in limited restoration of function in patients...

Published: 1/1/2026 | Inventor(s): Gene Fridman, Cynthia Steinhardt

Keywords(s):

Category(s): Copyright, Technology Classifications > Medical Devices > Neurostimulation

Antibody Structure Prediction from Pre-trained Language Model (IgFold)

Inventor(s): Jeffrey Ruffolo and Jeffrey Gray Unmet Need: Antibodies are able to bind a diverse set of antigens and have become critical therapeutics and diagnostic molecules. Antibody binding is facilitated by a set of six hypervariable loops that are diversified through genetic recombination and mutation. An accurate structural model of the hypervariable...

Published: 1/1/2026 | Inventor(s): Jeffrey Gray, Jeffrey Ruffolo

Keywords(s):

Category(s): Copyright, Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Research Tools > Antibodies

Johns Hopkins Stress Reduction Program

Unmet NeedWorkplace stress and its damaging knock-on effects are becoming increasingly prevalent in the United States. Approximately 40% of workers regard their job as being “very stressful” or “extremely stressful” (see American Institute for Stress). In addition to its adverse effects on mental health, long-term exposure to high levels of stress can...

Published: 1/1/2026 | Inventor(s): Neda Gould

Keywords(s):

Category(s): Copyright, Technology Classifications > Computers, Electronics & Software > Healthcare IT, Technology Classifications > Medical Devices > Therapeutic Devices, Clinical and Disease Specializations > Psychiatry > Anxiety

Digital 3D Brain MRI Arterial Territories Atlas

Unmet Need: The human cerebroarterial system is composed of a complex system of arteries that supply the brain cells with oxygen and nutrition. Cerebroarterial networks are difficult to analyze due to their composition of small and large arteries, which have a complex organization of branches and cyclic connections that varies among individuals. Analyzing...

Published: 1/1/2026 | Inventor(s): Andreia Faria, Chin-Fu Liu

Keywords(s):

Category(s): Clinical and Disease Specializations > Neurology, Clinical and Disease Specializations > Neurology > Alzheimer's Disease, Clinical and Disease Specializations > Neurology > Cerebral Aneurysm, Clinical and Disease Specializations > Neurology > Stroke, Clinical and Disease Specializations > Neurology > Cerebral Ischemia, Copyright, Technology Classifications > Computers, Electronics & Software > Databases, Technology Classifications > Computers, Electronics & Software > Image Processing & Analysis, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Medical Devices > Imaging, Technology Classifications > Research Tools > Imaging, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence

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