Technology Subtype

Clinical Decision Support

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

My Decision/Mi Decisión: Evidence-Based Digital Decision Aid for Informed Permanent Contraception Choices

06841

Evidence-based web decision aid improves knowledge and reduces decisional conflict for permanent contraception choices.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Reproductive Health
Tags: Women's Health
Lead Inventor: Sonya Borrero
Department: Med-Medicine
All Tech Innovators: Sonya B. Borrero
Date Submitted: 2024-08-19
Collections: Women's & Reproductive Health

Automated Tool for Infant Facial Action Unit Detection

05739

Infant AFAR automates infant facial action unit detection, enabling real-time, cross-age AU analysis with CNN-based accuracy.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Neuroscience
Lead Inventor: Itir Onal Ertugrul
Department: Psychology
All Tech Innovators: Amy Ahn
Maneesh Bilalpur
Jeffrey F. Cohn
Date Submitted: 2021-06-23

Advanced Temporal Breast Tissue Dynamics for Precise Cancer Risk Prediction

07270

A dynamic breast density analysis using velocity and acceleration over time to improve personalized, early cancer risk prediction.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Oncology
Therapeutic Indications: Ductal carcinoma (Breast cancer)
Tags: Machine learning
Platform Technology
Algorithm
Lead Inventor: Ju Hun Lee
Department: Med-Radiology
All Tech Innovators: Andriy Bandos
Ju Hun Lee
Robert Mark Nishikawa
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2025-07-30
Collections: Women's & Reproductive Health

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

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

Personalized Prevention of Intraoperative Hypotension

05611

Personalized intraoperative blood pressure targets predict IOH risk, enabling real-time MAP targets to prevent hypotension.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Other
Tags: Precision medicine
Algorithm
Surgery
Lead Inventor: Michael Schnetz
Department: Med-Anesthesiology and Perioperative Medicine
All Tech Innovators: David J. Danks
Aman Mahajan
Michael Schnetz
Date Submitted: 2021-02-08
Collections: Cardiometabolic

Novel Contrast-Enhanced Mammography Method

07208

AI-driven CEM quantifies background parenchymal enhancement automatically, standardizing BPE for risk prediction and workflow.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Reproductive Health
Therapeutic Indications: Obstetrics
Tags: Clinical Decision Support
Diagnostic Imaging
Life Science
Lead Inventor: Tamerlan Mustafaev
Department: Med-Radiology
All Tech Innovators: Ju Hun Lee
Tamerlan Mustafaev
Robert Mark Nishikawa
Date Submitted: 2025-06-05
Collections: Women's & Reproductive Health
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

Training: Impact of Stigma of Substance Use, Recovery

06857

A physician training program reduces substance-use stigma through patient-centered language, improving care access, engagement, and recovery outcomes.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Tags: Education Technology
Lead Inventor: Heather Santa
Department: Med-Medicine
All Tech Innovators: Heather Marie Santa
Date Submitted: 2024-08-28

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

AI for Vascular Calcification Risk Assessment

06541

AI-driven vascular calcification phenotyping classifies risk, enabling targeted, faster MACE prediction and personalized treatment.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Atherosclerotic disease
Tags: Cardiology
Clinical Decision Support
Life Science
Lead Inventor: Mehdi Ramezanpour Koomleh
Department: Mechanical Engineering and Materials Science
All Tech Innovators: Mehdi Ramezanpour Koomleh
Anne M. Robertson
Date Submitted: 2023-10-12
Collections: Cardiometabolic
Healthcare AI

Smartphone-based Ultrasonic Respiratory Evaluation

05314

Smartphone ultrasonic respiratory tool (SURe) enables at-home, non-invasive lung function monitoring via built-in mic/speaker.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Respiratory
Lead Inventor: Wei Chen
Department: Med-Pediatrics
All Tech Innovators: Wei Chen
Erick Forno
Wei Gao
Date Submitted: 2020-04-21

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

An Online Program to Train Clinicians in End-of-life Communication Skills

05079

A scalable, web-based end-of-life communication training combining self-paced modules, virtual role-play, and data-driven expert feedback.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Tags: Education Technology
Lead Inventor: Douglas White
Department: Med-Critical Care Medicine
All Tech Innovators: Douglas B. White
Date Submitted: 2019-08-06

Near Real-Time Composite Pulmonary Vascular Impedance Software

05304

Near real-time PVZ spectrum tool with FFT from pressure/flow data, giving comprehensive, bedside right-heart afterload insights.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Heart failure
Lead Inventor: Timothy Bachman
Department: Med-Medicine
All Tech Innovators: Timothy Nicholas Bachman
Marc Alan Simon
Date Submitted: 2020-04-13
Collections: Cardiometabolic

Non-Contrast CT to Detect Pulmonary Embolisms

06721

AI converts CTPA to non-contrast CT via CycleGAN, enabling early pulmonary embolism detection on NCCT scans.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Respiratory
Therapeutic Indications: Other
Lead Inventor: Jiantao Pu
Department: Med-Radiology
All Tech Innovators: Jiantao Pu
Date Submitted: 2024-04-17
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

Transcriptome and Exome Analyses of Hepatocellular Carcinoma Reveal Patterns to Predict Cancer Recurrence in Liver Transplant Patients

05947

Integrated transcriptome-exome sequencing with ML (Random Forest, k-top scoring pairs) to predict HCC recurrence post-liver transplant. 126 chars

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Oncology
Therapeutic Indications: Hepatocellular carcinoma (HCC)
Tags: Machine learning
Personalized Medicine
Lead Inventor: Jianhua Luo
Department: Med-Pathology
All Tech Innovators: Shuchang Liu
Jianhua Luo
George Michalopoulos
Date Submitted: 2022-01-27

AI-Enhanced Real-Time Data Analysis for Nuclear Medicine

05566

AI-driven real-time nuclear medicine analysis tracks organs, refines images, and auto-calculates ejection fractions for safer, faster care.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Oncology
Lead Inventor: Nghi Nguyen
Department: Med-Radiology
All Tech Innovators: Nghi Co Nguyen
Shandong Wu
Date Submitted: 2020-11-30
Collections: Healthcare AI

Novel Glaucomatous Damage Prediction Tool

07016

AI-powered glaucoma risk predictor uses OCT to assess mechanical nonlinearity and RNFL changes for early intervention. 118 characters.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Ophthalmology
Therapeutic Indications: Glaucoma
Lead Inventor: Timothy Chung
All Tech Innovators: Timothy K. Chung
John Danias
Jonathan P. Vande Geest
Date Submitted: 2024-12-26
Collections: Healthcare AI

High Accuracy Fiber Tracking on Surgical Navigator

04969

HAFT uses high-sampling diffusion MRI to map brain fiber pathways with 8% error, improving neuronavigation during tumor surgery.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Neuroscience
Lead Inventor: Fang-Cheng Yeh
Department: Med-Neurological Surgery
All Tech Innovators: Jessica Valentina Barrios Martinez
Fang-Cheng Cheng Yeh
Date Submitted: 2019-04-25

A Decision Aid for Managing Acute Dental Pain

05751

A digital, evidence-based MATCH-IT decision aid reduces opioid use in acute dental pain by guiding shared, patient-centered care.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Dental
Lead Inventor: Deborah Polk
Department: Dent Med-Dental Public Health
All Tech Innovators: Alonso Carrasco-Labra
Deborah E. Polk
Date Submitted: 2021-07-01

Comprehensive and Equitable Cardiovascular Health Risk Assessment Tool

07235

Equitable 31‑item cardiovascular risk questionnaire tailoring population‑specific factors for accurate, diverse clinical assessment.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Tags: Public Health
Risk Calculation
Lead Inventor: Vanathi Gopalakrishnan
Department: Med-Biomedical Informatics
All Tech Innovators: Vanathi Gopalakrishnan Ph.D
Smmrithi Ravindran
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2025-06-17
Collections: Cardiometabolic

My Voice: Empowering Reproductive Health Decisions in Rheumatology

05402

A mobile web-based decision aid, MyVoice, helps women with rheumatic diseases plan pregnancy via personalized, patient-provider collaboration.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Immunology
Reproductive Health
Therapeutic Indications: Rheumatoid arthritis
Other
Contraception
Tags: Women's Health
Lead Inventor: Mehret Talabi
Department: Med-Medicine
All Tech Innovators: Mehret Selas Birru Talabi
Date Submitted: 2020-06-03
Collections: Women's & Reproductive Health

DeepPrecisionOnco (DPO): Deep Learning Approach to Identify Comprehensive Insights on Tumor Microenvironment in Precision Oncology

05335

DeepLearning maps tumor-immune signaling from single-cell and bulk RNA data to predict immunotherapy response and personalized treatments.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Oncology
Tags: Machine learning
Precision medicine
Oncology
Lead Inventor: Lujia Chen
Department: Med-Biomedical Informatics
All Tech Innovators: Lujia Chen
Date Submitted: 2020-05-04

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

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

Empowering Cancer Patients Through Self-Advocacy: The Strong Together Mobile App

06427

Mobile serious-game app teaches cancer patients self-advocacy to communicate risks, decisions, and care preferences.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Oncology
Tags: Education Technology
Lead Inventor: Teresa Thomas
Department: Nurs-Health Promotion & Development
All Tech Innovators: Teresa Hagan Thomas
Date Submitted: 2023-06-09

SToPVTE: Screening to Prevent Venous Thromboembolism

04936

SToPVTE is an EHR-embedded CDSS predicting VTE risk over recovery, guiding personalized prophylaxis dosing and duration.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Tags: Machine learning
Lead Inventor: Matthew Neal
Department: Med-Surgery
All Tech Innovators: Sara Poorfarahani Myers
Matthew D. Neal
Date Submitted: 2019-04-01
Collections: Cardiometabolic

Screening Wizard: Enhancing Decision Support for Adolescent Mental Health

05576

Screening Wizard aids PCPs in adolescent depression/suicidality care by reconciling adolescent-parent reports and guiding evidence-based treatment.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Mental and Behavioral Health
Lead Inventor: Oliver Lindhiem
Department: Med-Psychiatry
All Tech Innovators: David A. Brent
Oliver James Lindhiem
Ana Radovic-Stakic
Date Submitted: 2020-12-28

STopVTE: A Clinical Decision Support Tool to Accurately Predict and Prevent Postoperative VTE

05160

Dynamic EHR-based CDS (STopVTE) updates daily VTE risk, personalizes prevention, and reduces perioperative VTE and bleeding events.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Tags: Clinical Decision Support
Lead Inventor: Matthew Neal
Department: Med-Surgery
All Tech Innovators: Robert Handzel
Sara Poorfarahani Myers
Matthew D. Neal
Technology Readiness Level: 3. Prototype development
Date Submitted: 2019-11-05
Collections: Cardiometabolic

EMPIRE: Electrocardiographic Methods for the Prehospital Identification of Non-ST Elevation Myocardial Infarction Events

03388

EMPIRE cloud software analyzes prehospital ECGs to rapidly identify NSTEMI, enabling faster treatment and improved survival.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Therapeutic Indications: Myocardial infarction
Tags: Machine learning
Algorithm
Critical Care
Lead Inventor: Salah Al-Zaiti
Department: Nurs-Acute and Tertiary Care
All Tech Innovators: Salah Shafiq Al-Zaiti
Clifton W. Callaway M.D., Ph.D.
Ervin Sejdic
Date Submitted: 2014-08-27
Collections: Cardiometabolic

Advanced Functional Mobility Outcomes Registry and Predictive Analytics

03233

Predictive analytics migrate mobility device outcomes from standardized data to personalized, cost-reducing care and evidence-based device selection.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Musculoskeletal
Tags: Human performance
Lead Inventor: Mark Schmeler
Department: SHRS-Rehab Sci & Tech
All Tech Innovators: Margo B. Holm
Mark R. Schmeler
Date Submitted: 2014-02-07

Interactive Risk Calculator for Personalized Prediction of Post-Traumatic Seizures

06110

Interactive web tool uses LASSO logistic regression on 6,000+ TBI cases to deliver individualized post-traumatic seizure risk.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Intensive Care
Therapeutic Indications: Trauma
Tags: Clinical Decision Support
Lead Inventor: Amy Wagner
Department: Med-Physical Medicine & Rehabilitation
All Tech Innovators: Nabil Awan
James Dominic DiSanto
Robert Todd Krafty
Date Submitted: 2022-07-25

Predicting and Managing Cardiorespiratory Instability

02474

Machine learning predicts imminent cardiorespiratory deterioration from routine noninvasive monitoring to guide timely, personalized intervention.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Intensive Care
Cardiovascular
Tags: Machine learning
Lead Inventor: Michael Pinsky
Department: Med-Critical Care Medicine
All Tech Innovators: Gilles Clermont
Michael R. Pinsky
Shlomo Ta'asan
Date Submitted: 2011-05-04
Collections: Cardiometabolic

Automated SD-OCT Optic Nerve Head Assessment System for Disc and Cup Segmentation and Glaucoma Classification

01627

Automated SD-OCT ONH system segments disc/cup, quantifies metrics, and classifies glaucoma via a trained shape model.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Ophthalmology
Therapeutic Indications: Glaucoma
Lead Inventor: Hiroshi Ishikawa
Department: Med-Ophthalmology
All Tech Innovators: Hiroshi Ishikawa
Joel Steven Schuman
Chaim-Gadi Wollstein
Date Submitted: 2008-01-17

Novel Shape Analysis for Human Brain Fiber Bundles

05309

Novel diffusion MRI shape analysis quantifies brain fiber bundle geometry, revealing lateralization patterns and robust tractography reliability.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Neuroscience
Lead Inventor: Fang-Cheng Yeh
Department: Med-Neurological Surgery
All Tech Innovators: Fang-Cheng Cheng Yeh
Date Submitted: 2020-04-19

Osteoporosis Risk Prediction: A Novel AI-Powered Tool

05145

AI-powered pelvic X-ray tool predicts binary osteoporosis risk (normal vs at-risk), enabling early, accessible BMD assessment without DEXA.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Musculoskeletal
Therapeutic Indications: Osteoporosis
Tags: Machine learning
Lead Inventor: Shandong Wu
Department: Med-Radiology
All Tech Innovators: Gene Kitamura
Shandong Wu
Technology Readiness Level: 4. Prototype testing and refinement
Date Submitted: 2019-10-25
Collections: Women's & Reproductive Health
Healthcare AI

Augmented Reality to Visualize Cardiovascular Disease

05809

AR visualizes real-time vascular wall stresses via AI-generated 3D models and heat maps, aiding aneurysm rupture risk assessment.

Technology Type: Digital Health
Technology Subtype: Clinical Decision Support
Therapeutic Areas: Cardiovascular
Lead Inventor: Timothy Chung
All Tech Innovators: Timothy K. Chung
David A. Vorp Ph.D.
Date Submitted: 2021-09-10
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