Artificial intelligence (AI)

Turing Auditing – Detecting AI Generated Text

07136

Turing Auditing blends forensic reading and AI tools to quantify the likelihood AI generated text in any document.

Technology Type: Other
Technology Subtype: Other Subtype
Tags: Artificial intelligence (AI)
Engineering
Lead Inventor: Mark DiMauro
Department: Johnstown Hum-Multimedia and Digital Culture
All Tech Innovators: Mark T. DiMauro
Date Submitted: 2025-04-03
Collections: Healthcare AI

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

06710

AI-driven post-market safety monitor across drugs and natural products, with real-time alerts, mechanisms, and LLM summaries.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Tags: Artificial intelligence (AI)
Consumer
Algorithm
Lead Inventor: Richard Boyce
Department: Med-Biomedical Informatics
All Tech Innovators: Richard David Boyce
Brian R. Buck
Maryann Rose Chapin
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2024-04-04
Collections: Healthcare AI

AI-Powered Precision Stroke Care

07112

AI-driven NeuroSmart: real-time, personalized acute ischemic stroke decisions via scalable ML, integrating EHR data, dashboards, and telestroke.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Stroke
Tags: Artificial intelligence (AI)
Machine learning
Algorithm
Lead Inventor: Mohamed Doheim
Department: Med-Neurology
All Tech Innovators: Mohamed Doheim
Raul Gomes Nogueira
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2025-03-07
Collections: Cardiometabolic
Healthcare AI

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

07187

AI-driven 12-lead ECG detects high-risk pulmonary embolism with 0.90 AUC, enabling rapid triage and earlier intervention.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Hematology
Therapeutic Indications: Thrombosis
Tags: Artificial intelligence (AI)
Algorithm
Critical Care
Lead Inventor: Catalin Toma
Department: Med-Medicine
All Tech Innovators: Murat Akcakaya
Salah Shafiq Al-Zaiti
Tanmay Anil Gokhale
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2025-05-14
Collections: Healthcare AI

Intelligent Situational Awareness: A Semantically Aware Audio Agent for Personalized Noise Management

07361

Intelligent audio agent customizes real-time noise filtering, alerting only user-defined sounds while maintaining ANC.

Technology Type: Engineering Technology
Technology Subtype: Computing, AI & Quantum
Tags: Artificial intelligence (AI)
Human performance
Platform Technology
Lead Inventor: Longfei Shangguan
Department: SCI-Computer Science
All Tech Innovators: Zhiwei Ren
Longfei Shangguan
Yongjie Yang
Technology Readiness Level: 3. Prototype development
Date Submitted: 2025-10-05
Collections: Healthcare AI

AI-Powered System for Medication Error Prevention

07111

AI-driven system prevents medication errors with auto-improving ML models, risk dashboards, and proactive patient safety insights.

Technology Type: Medical Device
Technology Subtype: Rehab or Assistive Medical Device
Therapeutic Areas: Intensive Care
Therapeutic Indications: Trauma
Tags: Artificial intelligence (AI)
Algorithm
Lead Inventor: Richard Boyce
Department: Med-Biomedical Informatics
All Tech Innovators: Richard David Boyce
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2025-03-07
Collections: Healthcare AI

AI-Driven Precision Dosing and Survival Analytics for Personalized Brain Radiosurgery

07224

AI-driven personalized brain radiosurgery doses with survival analytics; real-time guardrails, offline decision support, rapid prognostic predictions.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Neuroscience
Oncology
Therapeutic Indications: Brain cancer - Other
Glioblastoma
Solid tumor
Tags: Artificial intelligence (AI)
Machine learning
Surgery
Lead Inventor: Jheremy S. Reyes
All Tech Innovators: Constantinos George Hadjipanayis
L Dade Lunsford
Ajay Niranjan
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2025-06-16
Collections: Healthcare AI

AI-Powered Tissue Analysis for Personalized Cancer Diagnostics

06924

AI-enabled tissue clustering and neighborhood mapping from H&E slides to uncover cancer patterns, enabling predictive biomarkers and personalized therapy.

Technology Type: Life Science Research Tool
Technology Subtype: Bioinformatics
Therapeutic Areas: Oncology
Tags: Artificial intelligence (AI)
Biomarker
Algorithm
Lead Inventor: Riyue Bao
Department: Med-Medicine
All Tech Innovators: Riyue Bao
Jason J. Luke
Technology Readiness Level: 3. Prototype development
Date Submitted: 2024-10-16
Collections: Healthcare AI

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

06906

Sensor-in-the-loop AI: uses real-time physiological data to refine prompts, delivering empathetic, personalized health guidance.

Technology Type: Digital Health
Technology Subtype: Healthcare Data
Therapeutic Areas: Mental and Behavioral Health
Therapeutic Indications: Insomnia
Sleep disorder
Anxiety
Tags: Artificial intelligence (AI)
Machine learning
Personalized Medicine
Lead Inventor: Longfei Shangguan
Department: SCI-Computer Science
All Tech Innovators: Zhiwei Ren
Longfei Shangguan
Technology Readiness Level: 3. Prototype development
Date Submitted: 2024-09-29
Collections: Healthcare AI

AI Assisted Diagnosis of Thrombotic Syndrome

06193

AI-driven non-invasive tool predicts DVT severity and PTS risk via vein biomechanics, enabling early personalized prevention.

Technology Type: Medical Device
Technology Subtype: Diagnostic Imaging
Therapeutic Areas: Hematology
Cardiovascular
Therapeutic Indications: Thrombosis
Tags: Artificial intelligence (AI)
Lead Inventor: Timothy Chung
All Tech Innovators: Timothy K. Chung
Cyrus J. Darvish
Pete Gueldner
Technology Readiness Level: 2. Initial proof-of-concept (PoC)
Date Submitted: 2022-10-21
Collections: Cardiometabolic
Healthcare AI

AI-Powered Single-Cell Analysis from Standard H&E Slides for Personalized Cancer Therapy Prediction

06923

AI-driven single-cell typing from standard H&E slides enables personalized cancer therapy predictions, increasing accessibility and speed.

Technology Type: Life Science Research Tool
Technology Subtype: Bioinformatics
Therapeutic Areas: Oncology
Therapeutic Indications: Hepatocellular carcinoma (HCC)
Solid tumor
Tags: Artificial intelligence (AI)
Biomarker
Algorithm
Lead Inventor: Riyue Bao
Department: Med-Medicine
All Tech Innovators: Riyue Bao
Jason J. Luke
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2024-10-16
Collections: Healthcare AI

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

06260

AI-driven bioreactor extends ex vivo human tissue viability to weeks, enabling AI-monitored, high-fidelity drug testing and research.

Technology Type: Life Science Research Tool
Technology Subtype: Other Life Science Research Tool
Therapeutic Areas: Dermatology
Oncology
Tags: Artificial intelligence (AI)
Biomaterial
Platform Technology
Lead Inventor: Asim Ejaz
Department: Med-Plastic Surgery
All Tech Innovators: Jose Arellano
Asim Ejaz
Yusuf Surucu
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2023-01-08
Collections: Healthcare AI

Proactive AI System for Real-Time Prediction and Management of Anesthesia-Induced Hypotension

06579

Proactive AI predicts anesthesia-induced hypotension in real time and suggests actionable therapies via reinforcement learning.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Other
Tags: Artificial intelligence (AI)
Machine learning
Precision medicine
Lead Inventor: Harikesh Subramanian
Department: Med-Anesthesiology and Perioperative Medicine
All Tech Innovators: Harikesh Subramanian
Shyam Visweswaran
Technology Readiness Level: 5. Advanced prototype validation
Date Submitted: 2023-11-29
Collections: Cardiometabolic
Healthcare AI

Prophetic Algorithm Boosts Prognostic Accuracy in High-Risk Psychiatric Populations

07157

A sparse, interpretable ML method (SCORE) predicts trajectory-based psychiatric risk, improving early intervention and resource efficiency.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Mental and Behavioral Health
Tags: Artificial intelligence (AI)
Machine learning
Precision medicine
Lead Inventor: Eric Strobl
Department: Med-Biomedical Informatics
All Tech Innovators: Eric Von Strobl
Technology Readiness Level: 5. Advanced prototype validation
Date Submitted: 2025-04-22
Collections: Healthcare AI

The Goalistic™ Health Platform: Revolutionizing Healthcare by Centering Care Around Patient Goals

07013

AI-driven Goalistic Health Platform centers patient goals in care, aligning with guidelines to boost adherence and outcomes.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Tags: Artificial intelligence (AI)
Platform Technology
Software
Lead Inventor: Steven Reis
Department: Med-Medicine
All Tech Innovators: David R. Mathias
Kacy Qua
Steven E. Reis
Technology Readiness Level: 2. Initial proof-of-concept (PoC)
Date Submitted: 2024-12-20
Collections: Healthcare AI

Calm Heart: A Neuromodulation Device for Cardiology

06377

Closed-loop AI-guided spinal cord and vagus nerve stimulation to rebalance autonomic activity, treating heart failure.

Technology Type: Medical Device
Technology Subtype: Implantable Medical Device
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Myocardial infarction
Heart failure
Tags: Artificial intelligence (AI)
Lead Inventor: Seyed Siamak Salavatian
Department: Med-Anesthesiology and Perioperative Medicine
All Tech Innovators: Aman Mahajan
Seyed Siamak Salavatian
Date Submitted: 2023-04-18
Collections: Cardiometabolic
Healthcare AI

Multi-Agent LLM System for Auditable, Domain-Agnostic Automated Text Classification

07359

Auditable, domain-agnostic multi-agent LLM classifier with no-code GUI, retrieval-augmented reasoning, and full decision traceability.

Technology Type: Engineering Technology
Technology Subtype: Computing, AI & Quantum
Tags: Artificial intelligence (AI)
Consumer
Machine learning
Lead Inventor: Milan Knezevic
Department: Civil & Environmental Engineering
All Tech Innovators: Lev Khazanovich
Milan Knezevic
Trevor Neece
Date Submitted: 2025-10-02
Collections: Healthcare AI

spatiAlytica: Intuitive Spatial Transcriptomic Discovery

06888

AI-enabled spatiAlytica transforms spatial transcriptomics: natural-language queries generate real-time Python analysis, no coding needed.

Technology Type: Life Science Research Tool
Technology Subtype: Bioinformatics
Tags: Artificial intelligence (AI)
Life Science
Software
Lead Inventor: Yufei Huang
Department: Med-Medicine
All Tech Innovators: Arun Das
Yufei Huang
Date Submitted: 2024-09-20
Collections: Healthcare AI

Advanced Defect Detection Software for Additive Manufacturing

06696

AI-powered LPBF defect detection maps IR data to 3D CAD geometry, reduces storage >99%, enables real-time quality control.

Technology Type: Engineering Technology
Technology Subtype: Software - Non-Healthcare
Tags: Artificial intelligence (AI)
Machine learning
Software
Lead Inventor: Shawn Hinnebusch
Department: Mechanical Engineering and Materials Science
All Tech Innovators: Shawn Hinnebusch
Albert Chi Fu To
Technology Readiness Level: 5. Advanced prototype validation
Date Submitted: 2024-03-20
Collections: Healthcare AI

Backdoor Attacks on Intrusion Detection Systems

06801

PCAP-Backdoor poisons PCAP datasets to secretly bypass DL-based IDS in IoT networks, enabling undetected cyberattacks.

Technology Type: Engineering Technology
Technology Subtype: Software - Non-Healthcare
Tags: Artificial intelligence (AI)
Machine learning
Software
Lead Inventor: Ajesh Koyatan Chathoth
Department: SCI-Computer Science
All Tech Innovators: Ajesh Koyatan Chathoth
Stephen Lee
Date Submitted: 2024-07-12
Collections: Healthcare AI

Novel Use of Medical Images to Predict Outcomes

06136

AI/ML analyzes longitudinal medical images to forecast aneurysm and tumor growth, rupture risk, and metastasis timing.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Oncology
Tags: Artificial intelligence (AI)
Machine learning
Oncology
Lead Inventor: Timothy Chung
All Tech Innovators: Timothy K. Chung
Pete Gueldner
Aakash Kottakota
Date Submitted: 2022-08-22
Collections: Healthcare AI

Deep Learning System for Noise-Free Optical Coherence Tomography (OCT) Imaging without Clean Training Data

06607

Dual-scan, noise-free OCT denoising via Sub2Full: train on two noisy scans to reveal fine retinal structures without clean data.

Technology Type: Digital Health
Technology Subtype: Healthcare Data
Therapeutic Areas: Ophthalmology
Therapeutic Indications: Diabetic retinopathy
Tags: Artificial intelligence (AI)
Microscopy
Machine learning
Lead Inventor: Shaohua Pi
Department: Med-Ophthalmology
All Tech Innovators: Shaohua Pi
Lingyun Wang
Technology Readiness Level: 5. Advanced prototype validation
Date Submitted: 2024-01-10
Collections: Healthcare AI

High Field of View High Frame Rate 3D Ultrasound

05980

Gives real-time, high-frame-rate 3D ultrasound with wide field of view using AI-optimized beamforming and reduced channels.

Technology Type: Medical Device
Technology Subtype: Diagnostic Imaging
Therapeutic Areas: Other
Tags: Artificial intelligence (AI)
Algorithm
Lead Inventor: Kang Kim
Department: Bioengineering
All Tech Innovators: Kang Kim
Zhiyu Sheng
Date Submitted: 2022-03-08
Collections: Healthcare AI

Aviva Pitt De-Identified Software Transcripts

06125

De-identified ICU transcripts dataset combining automated transcription and rigorous privacy safeguards for medical NLP and analytics.

Technology Type: Digital Health
Technology Subtype: Healthcare Delivery
Therapeutic Areas: Intensive Care
Tags: Artificial intelligence (AI)
Machine learning
Algorithm
Lead Inventor: Andrew King
Department: Med-Critical Care Medicine
All Tech Innovators: Derek C. Angus
Gregory F. Cooper
Jeremy M. Kahn
Date Submitted: 2022-08-09
Collections: Healthcare AI

Aviva Codebook for Annotating Information Related to an ICU Rounding Checklist

06126

Annotation codebook for ICU ABCEDF checklist standardizes 14-class clinical data labeling, boosting consistency, reliability, and research.

Technology Type: Digital Health
Technology Subtype: Healthcare Delivery
Therapeutic Areas: Intensive Care
Tags: Artificial intelligence (AI)
Machine learning
Algorithm
Lead Inventor: Andrew King
Department: Med-Critical Care Medicine
All Tech Innovators: Derek C. Angus
Gregory F. Cooper
Jeremy M. Kahn
Date Submitted: 2022-08-09
Collections: Healthcare AI

Aviva Model for Extracting Information from Transcribed Rounding Discussions and Automatically Adapting an ICU Rounding Checklist

06127

A dual ML-rule system analyzes ICU rounding conversations to auto-adapt ABCDEF checklists, boosting workflow efficiency.

Technology Type: Digital Health
Technology Subtype: Healthcare Delivery
Therapeutic Areas: Intensive Care
Tags: Artificial intelligence (AI)
Machine learning
Algorithm
Lead Inventor: Andrew King
Department: Med-Critical Care Medicine
All Tech Innovators: Derek C. Angus
Gregory F. Cooper
Jeremy M. Kahn
Date Submitted: 2022-08-09
Collections: Healthcare AI

Database of Pediatric Kidney Scans for AI Projects

05280

Pediatric kidney scan database with triple-radiologist readings and clinical data enables AI to diagnose and tailor treatments.

Technology Type: Digital Health
Technology Subtype: Healthcare Data
Therapeutic Areas: Nephrology
Tags: Artificial intelligence (AI)
Clinical Decision Support
Life Science
Lead Inventor: Nader Shaikh
Department: Med-Pediatrics
All Tech Innovators: Nader Shaikh
Date Submitted: 2020-03-19
Collections: Healthcare AI

3T: The Teacher Talk Tool for Instructional Observation

05271

3T analyzes teacher talk with AI, offering actionable feedback from audio to improve classroom dialogue and engagement.

Technology Type: Engineering Technology
Technology Subtype: Software - Non-Healthcare
Tags: Artificial intelligence (AI)
Education Technology
Engineering
Lead Inventor: Sean Kelly
Department: Educational Foundations, Organizations, and Policy
All Tech Innovators: Sidney K. D'Mello
Meghan Elizabeth Dale
Patrick Donnelly
Date Submitted: 2020-03-06
Collections: Healthcare AI

Automatic Early-Onset Free Flap Failure Detection

04241

Automated, early-detection system reduces free flap failure false positives to ~10%, eliminating expert reliance and enabling implantable monitoring.

Technology Type: Medical Device
Technology Subtype: Implantable Medical Device
Therapeutic Areas: Cardiovascular
Musculoskeletal
Tags: Artificial intelligence (AI)
Machine learning
Material Science
Lead Inventor: Michael Rothfuss
Department: All Temps
All Tech Innovators: Murat Akcakaya
Michael Lawrence Gimbel
Michael A. Rothfuss
Technology Readiness Level: 3. Prototype development
Date Submitted: 2017-05-10
Collections: Cardiometabolic
Healthcare AI

Triple Variable Index

03955

TVI unifies MAP, MAC, BIS to track perioperative physiology in real time, predicting outcomes and guiding timely interventions.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Neuroscience
Cardiovascular
Therapeutic Indications: Other
Tags: Artificial intelligence (AI)
Machine learning
Surgery
Lead Inventor: Ata Kaynar
Department: Med-Anesthesiology and Perioperative Medicine
All Tech Innovators: Ata Murat Kaynar
Michael Schnetz
Date Submitted: 2016-06-06
Collections: Cardiometabolic
Healthcare AI

Dynamic Texture Analysis for Automated Clinical Diagnosis of Abnormal Respirator

03185

Automated diagnosis of abnormal ciliary motion via video-based dynamic texture analysis, decomposing motion into rotation and deformation.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Respiratory
Tags: Artificial intelligence (AI)
Algorithm
Lead Inventor: Srinivas Chennubhotla
Department: Med-Computational and Systems Biology
All Tech Innovators: Srinivas C. Chennubhotla
John R. Durkin
Richard John Bruce Francis
Date Submitted: 2013-12-02
Collections: Healthcare AI

Craniux: An Open-Access Research Tool for Brain-Machine Interface

02392

Craniux: open-source BMI software framework in LabVIEW for real-time neural data acquisition, processing, and prosthetic control.

Technology Type: Life Science Research Tool
Technology Subtype: Bioinformatics
Tags: Artificial intelligence (AI)
Algorithm
Brain-computer interface
Lead Inventor: Wei Wang
Department: Med-Physical Medicine & Rehabilitation
All Tech Innovators: Robin Christopher Ashmore
Jennifer Lynn Collinger
Alan D. Degenhart
Date Submitted: 2011-01-28
Collections: Healthcare AI