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Machine Learning Diagnosis of In Vivo Tissues by Extracting Tissue-Energy Characteristic Features from Non-Invasively Acquired Computed Tomographic Data

The technology features enable ML models to more accurately classify indeterminate pulmonary nodules and colorectal polyps Background: Computed tomography (CT) is a widely used imaging tool for early detection of cancers such as lung and colorectal cancer. However, current low-dose CT screening protocols suffer from high false positive rates, particularly...

Published: 8/28/2025 | Inventor(s): Jerome Liang

Keywords(s):

Category(s): Technology Classifications > Artificial Intelligence, Technology Classifications > Computer Software, Technology Classifications > Diagnostics, Technology Classifications > Healthcare IT, Technology Classifications > Information Technology, Technology Classifications > Medical Imaging, Campus > Stony Brook University

Fatigue-resistant Photoelastic Soft Materials

Fatigue-resistant Photoelastic Soft Materials Background: Sensors for measuring force or pressure are used in a wide variety of applications in industrial, healthcare and automation. Soft sensors, in particular, are used in applications where only low levels of stress are measured. However, one drawback with current soft sensors, is the long term...

Published: 7/28/2025 | Inventor(s): Wei Li

Keywords(s):

Category(s): Technology Classifications > Optics and Photonics, Technology Classifications > Sensors, Campus > Stony Brook University

Dual isotope labeled Alanines as imaging agents for chronic diseases detection

Novel PET tracers for detecting chronic diseases with improved specificity for detecting bacterial infection Background: Positron emission tomography (PET) is a non-invasive, functional imaging technique that is used to monitor metabolic processes and diagnose diseases including cancer and bacterial infections. Fluorodeoxyglucose (FDG) is the most...

Published: 7/28/2025 | Inventor(s): Wenchao Qu, Kaixuan Li, Peter Tonge

Keywords(s):

Category(s): Technology Classifications > Diagnostics, Technology Classifications > Medical Imaging, Campus > Stony Brook University

VolMoVis: Real-Time Volumetric Motion Visualization with 4D Tomographic Reconstruction

A 4D tomographic reconstruction algorithm that offers high temporal resolution for real-time motion visualization in radiation therapy. RSS.HDBackground> Background: < Cone beam computed tomography (CBCT) is an essential imaging modality use in radiation therapy procedures. CBCT works by taking 2D x‑ray images from multiple angles, which are...

Published: 7/28/2025 | Inventor(s): Arie Kaufman, Gaofeng Deng

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Category(s): Technology Classifications > Artificial Intelligence, Technology Classifications > Computer Software, Technology Classifications > Healthcare IT, Technology Classifications > Information Technology, Technology Classifications > Medical Imaging, Campus > Stony Brook University, Technology Classifications > Computers

MotionGen

Planar Linkage and Mechanism Design and Simulation App for web, Android, and iOS RSS.HDBackground> Background: < Despite major advances in AI and robotics, the design of motion systems, such as one- and multi-degrees-of-freedom linkage mechanisms, remains an outdated, manual bottleneck. Engineers routinely spend up to 40% of their total design...

Published: 7/29/2025 | Inventor(s): Anurag Purwar*

Keywords(s):

Category(s): Technology Classifications > Artificial Intelligence, Technology Classifications > Computer Software, Campus > Stony Brook University

Decellularized Engineered Vascularized Skin Architecture (DEVA)

Pre-Vascularized Bioprinted Acellular Skin Substitutes for Enhanced Wound Healing RSS.HDBackground> Background: < Chronic skin wounds, burns, and surgical defects account for millions of medical cases annually, and lead to significant morbidity. Existing advanced wound care solutions often fall short due to poor graft integration, delayed...

Published: 8/25/2025 | Inventor(s): Gurtej Singh, Miriam Rafailovich, Marcia Simon, Alexander Dagum, Shi Fu, Huiting Luo

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Category(s): Technology Classifications > Medical Devices, Technology Classifications > Research Tools and Reagents, Campus > Stony Brook University

An anti-capsular antibody that cross protects against clade 1 Carbapenem-resistant Klebsiella pneumoniae

A monoclonal antibody that exhibits cross-protective efficacy against multiple ST258 CR-Kp strains RSS.HDBackground> Background: < Therapeutic monoclonal antibodies (mAbs) have emerged as a dominant therapeutic modality to treat cancer, immune disorders, and infectious diseases such as high-mortality Carbapenem-resistant Klebsiella pneumoniae...

Published: 7/25/2025 | Inventor(s): Kasturi Banerjee, Bettina Fries, Michael Motley

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Category(s): Technology Classifications > Antibodies, Campus > Stony Brook University

Artificial Polymeric Valves System and Methods of Making and Using Thereof

Polymeric Valve Systems for Transcatheter Aortic Valve Replacement Background: Heart valve related diseases remain a significant public health issue affecting an estimated 2% of the population with 4% of those over 65 having aortic stenosis (AS), a narrowing of the valve opening which can lead to heart failure. The traditional treatment for AS,...

Published: 7/25/2025 | Inventor(s): Brandon Kovarovic, Danny Bluestein, Ryan Helbock

Keywords(s):

Category(s): Technology Classifications > Medical Devices, Campus > Stony Brook University

SeeMe: A novel tool for measuring and detecting human consciousness

An objective and quantifiable tool that can be used to measure the level of human consciousness in comatose patients Background: Assessing the functional state of the brain and predicting recovery of consciousness following acute brain injury (ABI) remains a major unsolved clinical problem. Currently, behavioral measures of recovery with scoring...

Published: 4/23/2025 | Inventor(s): Sima Mofakham, Charles Mikell, Xi Cheng

Keywords(s):

Category(s): Campus, Technology Classifications > Computer Software, Technology Classifications > Diagnostics, Technology Classifications > Medical Devices, Campus > Stony Brook University

A Point-of-care Ultrasonography Simulation System for Educational Use in Non-Stationary Medical Environments

A Point-of-care Ultrasonography Simulation System for Educational Use in Non-Stationary Medical Environments Background: Given recent advances in size, durability, and cost, the use of portable ultrasound systems has expanded within the prehospital environment. Point-of-care ultrasonography (POCUS) describes focused diagnostic ultrasound exams performed...

Published: 7/25/2025 | Inventor(s): Lauren Maloney, Griffin Walker, Thea Vijaya Kumar, Alexander Mertz, Daniella Hébert, Taelyn Kupec, Sean Reagan, Alexander Eichert

Keywords(s):

Category(s): Technology Classifications > Computer Software, Technology Classifications > Education and Training, Technology Classifications > Medical Devices, Technology Classifications > Medical Imaging, Technology Classifications > Sensors, Campus > Stony Brook University, Technology Classifications > Computers

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