Healthcare AI

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06193

AI Assisted Diagnosis of Thrombotic Syndrome

University of Pittsburgh researchers are developing a novel artificial intelligence (AI) assisted non-invasive diagnostic tool to diagnose the severity of deep vein thrombosis (DVT) and ...

This novel approach will use non-invasive analysis to measure mechanical changes in the vein wall after DVT and use AI to predict a patient’s risk of developing PTS.

... and clinical information will be used to develop a machine learning model based on the data collected from patients to produce an AI tool capable of classifying the severity of DVT and PTS.

Medical Device

Diagnostic Imaging

Hematology · Cardiovascular

Thrombosis

Artificial intelligence (AI)

Timothy Chung

Oct 21, 2022

07549

3D AI-Powered Retina Imaging Platform Reveals Nerve Fiber Health

... optical coherence tomography (vis-OCT) combined with artificial intelligence to reconstruct and quantify the three-dimensional architecture of retinal ganglion cell (RGC) axon ...

Life Science Research Tool

Bioinformatics

Neuroscience · Ophthalmology

Ocular hypertension · Glaucoma

Artificial intelligence (AI) · Machine learning · Algorithm

Shaohua Pi

Apr 10, 2026

06260

AI-Driven Bioreactor for Long-Term Ex Vivo Human Tissue Perfusion and Research

... comprises a comprehensive bioreactor system integrated with an artificial intelligence (AI) module designed for the long-term maintenance of target tissues such as skin, tumors, or flaps.

- AI-Automated Protection: Features an AI module that monitors metabolic rates and automatically intervenes to minimize failure risks like infection or equipment error.

This invention is an advanced bioreactor system that utilizes artificial intelligence to maintain and monitor the health of full-thickness human tissue ex vivo.

Life Science Research Tool

Other Life Science Research Tool

Dermatology · Oncology

Artificial intelligence (AI) · Biomaterial · Platform Technology

Asim Ejaz

Jan 8, 2023

07187

AI-Driven ECG Analysis for Rapid Identification of High-Risk Pulmonary Embolism

The invention is a feature-based artificial intelligence model that analyzes raw waveform data from a non-invasive 12-lead ECG to identify patients at high risk for severe pulmonary embolism.

- Diagnostic Software Licensing: Integration into existing 12-lead ECG hardware and software platforms as a value-added AI diagnostic feature.

Digital Health

Clinical Decision Support

Hematology

Thrombosis

Artificial intelligence (AI) · Algorithm · Critical Care

Catalin Toma

May 14, 2025

06541

AI for Vascular Calcification Risk Assessment

Phenotyping calcification in vascular tissues using artificial intelligence.

Digital Health

Clinical Decision Support

Cardiovascular

Atherosclerotic disease

Cardiology · Clinical Decision Support · Life Science

Mehdi Ramezanpour Koomleh

Oct 12, 2023

06710

AI-Infused Post-market Safety Monitoring System Covering All Marketed Drugs and Medicinal Plants

This invention combines Artificial Intelligence (AI) and a continuously-updated knowledge graph to constantly monitor the safety of prescription drugs across several data sources.

The invention is based on a conceptualized system and method that includes a data ingestion module, an AI engine for signal detection, a knowledge graph, and a user interface.

An AI engine applies sophisticated algorithms, including temporal pattern-matching and recurrent neural networks (e.

Digital Health

Clinical Decision Support

Artificial intelligence (AI) · Consumer · Algorithm

Richard Boyce

Apr 4, 2024

07328

AI-Enabled Surgical Resource Management

This innovation is an AI-powered surgical management system that integrates a surgeon-facing application with real-time computer vision to optimize instrument and supply utilization.

The technology consists of two integrated components: an EMR-agnostic mobile and web application and an AI-enabled computer vision monitoring system.

A unique aspect of this AI is its Scale-Noise Space Augmented Learning (SNSAL) strategy, which trains the system to recognize instruments accurately despite varied magnifications, ...

Digital Health

Other Digital Health

Artificial intelligence (AI) · Surgery · Sustainability

Joseph Rubin

Sep 5, 2025

07112

AI-Powered Precision Stroke Care

NeuroSmart is an AI-driven clinical decision support system (CDSS) designed to optimize stroke management by providing personalized, real-time diagnostic and treatment recommendations.

Lastly, a user-friendly, web-based dashboard, built with React or Vue.js, allows clinicians to input patient data and receive AI-generated recommendations with confidence scores and visual analytics.

- Enhances clinical decision-making with AI-driven insights tailored to patient-specific factors.

Digital Health

Clinical Decision Support

Cardiovascular

Stroke

Artificial intelligence (AI) · Machine learning · Algorithm

Mohamed Doheim

Mar 7, 2025

07540

Note2Data: AI-Powered Data Extraction Platform for Orthopedic Research

Note2Data is an AI-driven software system that automatically converts unstructured orthopedic clinical notes and surgical reports into clean, structured research data.

Note2Data leverages artificial intelligence to identify and extract predefined research variables from free-text medical documentation — including clinic notes and operative reports — ...

... orthopedic, clinical, and research context directly into the AI's extraction logic, ensuring that terminology is interpreted consistently and that outputs align with established research ...

Digital Health

Healthcare Data

Musculoskeletal

Machine learning · Platform Technology · Algorithm

Ruben Reyes

Mar 31, 2026

07111

AI-Powered System for Medication Error Prevention

This invention is a research tool that uses AI to monitor and improve machine learning models for predicting adverse events and preventing medication errors in health systems.

- Novel AI Application: The system uses a custom fine-tuned generative AI to both identify issues in machine learning models and initiate improvements, a feature that is considered completely novel.

Finally, a custom fine-tuned generative AI model identifies issues such as model drift or bias within the machine learning models and automatically triggers improvements via an agent that ...

Medical Device

Rehab or Assistive Medical Device

Intensive Care

Trauma

Artificial intelligence (AI) · Algorithm

Richard Boyce

Mar 7, 2025

06395

Integrated AI and Sensing System for Pulmonary Disease Evaluation

... researchers have developed system techniques integrating artificial intelligence (AI) and smartphone sensing, namely PTEase, that can be used as a pulmonary telemedicine device by ...

... mouthpiece uses acoustic signals transmitted from the smartphone and the associated detected reflections along with AI to accurately determine the CSA of a patient’s airway segments.

Diagnostic/Assay

Other Diagnostic/Assay

Respiratory

Wei Gao

May 3, 2023

05280

Database of Pediatric Kidney Scans for AI Projects

... of each kidney segment, clinical data, and demographic information, could form a valuable training set for artificial intelligence (AI) algorithms to automate assessment of kidney scans.

With independent analysis from three radiologists, it could provide a rich source of training data for the development of an AI algorithm to assess renal scans in children.

... detailed reading from three independent radiologists and could be a vital training set for the development of AI algorithms to diagnosis and determine clinical outcomes based on kidney scans.

Digital Health

Healthcare Data

Nephrology

Artificial intelligence (AI) · Clinical Decision Support · Life Science

Nader Shaikh

Mar 19, 2020

06924

AI-Powered Tissue Analysis for Personalized Cancer Diagnostics

This invention is a computational tool that uses AI algorithms to analyze features and cluster them into distinct biological regions from H&E-stained digital pathology images.

It utilizes AI algorithms to identify subtle patterns and features within the images that are not detectable by the human eye.

Life Science Research Tool

Bioinformatics

Oncology

Artificial intelligence (AI) · Biomarker · Algorithm

Riyue Bao

Oct 16, 2024

06377

Calm Heart: A Neuromodulation Device for Cardiology

University of Pittsburgh researchers have designed a closed-loop multimodal artificial intelligence (AI) assisted neuromodulation device to treat heart failure (HF).

Assisted by artificial intelligence, this device aims to restore healthy autonomic balance in patients with HF with a view to halting progression of HF and improving the outcomes and quality ...

AI based on feedback from biomarkers, including ECG and blood pressure will be acquired and analyzed in real time, and will personalize the SCS and VNS parameters to provide autonomic ...

Medical Device

Implantable Medical Device

Cardiovascular

Myocardial infarction · Heart failure

Artificial intelligence (AI)

Seyed Siamak Salavatian

Apr 18, 2023

06906

Context-Aware AI: Personalized Healthcare Recommendations Driven by Physiological Sensors

- Wearable Technology Ecosystems: Licensing to smart device manufacturers to power next-generation, context-aware AI features in smartwatches and fitness trackers.

- Mental Health and Sleep Quality Apps: Providing personalized conversational AI for users tracking sleep and stress to manage fatigue, anxiety, and general well-being.

This invention is a novel AI system that seamlessly integrates Large Language Models (LLMs) with real-time physiological and environmental sensor data to create a truly personalized and ...

Digital Health

Healthcare Data

Mental and Behavioral Health

Sleep disorder · Insomnia · Anxiety

Artificial intelligence (AI) · Machine learning · Personalized Medicine

Longfei Shangguan

Sep 29, 2024

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