University of Pittsburgh
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Two-Stage Optimization: Primal-based Column-and-constraint Generation Algorithm
07274
Fast primal-based C&CG for two-stage DRO with decision-dependent uncertainty; outperforms, broad MIP solver compatibility.
Technology Type
Engineering Technology
Technology Subtype
Software - Non-Healthcare
Tags
Algorithm
Lead Inventor
Bo Zeng
Department
Industrial Engineering
All Tech Innovators
Zhengsong Lu
Bo Zeng
Technology Readiness Level
2. Initial proof-of-concept (PoC)
Date Submitted
2025-08-05
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
Algorithm
Artificial intelligence (AI)
Machine learning
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
Precision PET Image Enhancement
07314
Improves PET image clarity by denoising for early disease feature visualization; compatible, protocol-agnostic, retrospective analysis.
Technology Type
Medical Device
Technology Subtype
Diagnostic Imaging
Therapeutic Areas
Oncology
Neuroscience
Therapeutic Indications
Alzheimer's Disease
Tags
Algorithm
Platform Technology
Software
Lead Inventor
Vinicius Paranaiba Campos
Department
Med-Neurobiology
All Tech Innovators
Vinicius Paranaiba Paranaiba Campos
Afonso Costa E Silva
Diego Szczupak
Technology Readiness Level
4. Prototype testing and refinement
Date Submitted
2025-08-28
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
Algorithm
Machine learning
Platform Technology
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
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
Algorithm
Artificial intelligence (AI)
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
Pediatric UTI Risk Prediction Tool
07172
Pediatric UTI risk calculator predicts infection probability in febrile children, guiding testing decisions via a validated, web-based decision tool.
Technology Type
Digital Health
Technology Subtype
Clinical Decision Support
Tags
Algorithm
Pediatrics
Lead Inventor
Nader Shaikh
Department
Med-Pediatrics
All Tech Innovators
Nader Shaikh
Timothy R. Shope
Technology Readiness Level
4. Prototype testing and refinement
Date Submitted
2025-05-05
EVOLV-Rx: Automated Decision Support for Eliminating Low-Value Clinical Practices
07182
Automated, cross-source detection of low-value prescribing to reduce harm; scalable decision support for providers, payers, and hospitals.
Technology Type
Digital Health
Technology Subtype
Healthcare Data
Therapeutic Areas
Endocrinology and Metabolic Diseases
Respiratory
Therapeutic Indications
Diabetes
Chronic Obstructive Pulmonary Disease (COPD)
Tags
Algorithm
Aging
Personalized Medicine
Lead Inventor
Thomas Radomski
Department
Med-Medicine
All Tech Innovators
Thomas R. Radomski
Technology Readiness Level
4. Prototype testing and refinement
Date Submitted
2025-05-12
Collections
Cardiometabolic
AI-Powered Precision Stroke Care
07112
NeuroSmart: AI-driven stroke decision support predicting treatments and recovery, offering real-time, personalized, workflow-integrated clinical guidance.
Technology Type
Digital Health
Technology Subtype
Clinical Decision Support
Therapeutic Areas
Cardiovascular
Therapeutic Indications
Stroke
Tags
Algorithm
Artificial intelligence (AI)
Machine learning
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
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
Algorithm
Artificial intelligence (AI)
Consumer
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
Automated Lockup Generation: A Scalable Branding Solution
07293
Automates scalable branding lockup creation with Adobe-based scripts, ensuring CMYK accuracy, brand consistency, and export flexibility.
Technology Type
Engineering Technology
Technology Subtype
Software - Non-Healthcare
Tags
Algorithm
Software
Lead Inventor
Kevin Kulesa
Department
Office of University Communications
All Tech Innovators
Kevin Kulesa
Technology Readiness Level
5. Advanced prototype validation
Date Submitted
2025-08-15
AI-Powered Self-Aligning Optical Sensor System for Industrial Gas Monitoring
07289
Autonomous, edge-deployed AI-driven optical sensor alignment for industrial gas monitoring: sub-0.02° precision, 100% reliability, no manual intervention.
Technology Type
Engineering Technology
Technology Subtype
Computing, AI & Quantum
Tags
Algorithm
Machine learning
Sustainability
Lead Inventor
Peng Chen
Department
Electrical and Computer Engineering
All Tech Innovators
Peng Kevin Chen
Evgenii Venediktov
Guangyin Zhang
Technology Readiness Level
5. Advanced prototype validation
Date Submitted
2025-08-12
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
Algorithm
Artificial intelligence (AI)
Biomarker
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
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
Algorithm
Artificial intelligence (AI)
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-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
Algorithm
Artificial intelligence (AI)
Biomarker
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-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
Algorithm
Artificial intelligence (AI)
Consumer
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
Automated OCT-Based Tissue Screening System
06669
Automated OCT tissue screening with deep learning for label-free, high-throughput, quantitative 3-D tissue analysis and drug screening.
Technology Type
Life Science Research Tool
Technology Subtype
Other Life Science Research Tool
Therapeutic Areas
Ophthalmology
Tags
Algorithm
Microscopy
Machine learning
Lead Inventor
Shaohua Pi
Department
Med-Ophthalmology
All Tech Innovators
Yuanyuan Chen
Shaohua Pi
Jose Alain Sahel
Technology Readiness Level
4. Prototype testing and refinement
Date Submitted
2024-03-06
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
Algorithm
Artificial intelligence (AI)
Machine learning
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
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
Algorithm
Artificial intelligence (AI)
Machine learning
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
Algorithm
Artificial intelligence (AI)
Machine learning
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
Algorithm
Artificial intelligence (AI)
Machine learning
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
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
Algorithm
Artificial intelligence (AI)
Lead Inventor
Kang Kim
Department
Bioengineering
All Tech Innovators
Kang Kim
Zhiyu Sheng
Date Submitted
2022-03-08
Collections
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
Algorithm
Precision medicine
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
Cationic Peptides for Treatment of Drug-Resistant Cancer and Infections
05214
Rationally engineered cationic peptides offer multiple in vivo therapeutics for drug-resistant cancer and infections, with reduced toxicity.
Technology Type
Therapeutic Modality
Technology Subtype
Drug Discovery - Target
Therapeutic Areas
Infectious Disease
Oncology
Tags
Algorithm
Lead Inventor
Berthony Deslouches
Department
GSPH-Environmental/Occupational Health
All Tech Innovators
Berthony Deslouches
Technology Readiness Level
2. Initial proof of concept, in-vitro
Date Submitted
2020-01-06
Magnetic Resonance Imaging Sequence for Efficient Simultaneous T1 and T2 Imaging with CSF Suppression
04601
Efficient, CSF-suppressing MRI binds T1/T2 imaging in one high-field, multi-block sequence with self-correcting IPN.
Technology Type
Medical Device
Technology Subtype
Diagnostic Imaging
Therapeutic Areas
Oncology
Tags
Algorithm
Lead Inventor
Jullie Pan
Department
Med-Radiology
All Tech Innovators
Hoby Hetherington
Chan-Hong Moon
Jullie W. Pan
Date Submitted
2018-04-23
Automated Determination of Artifact and Real Alerts in Clinical Monitoring Data
04058
Automated real-time artifact vs. real alert filtering for bedside monitoring reduces alarm fatigue using active-learning ML.
Technology Type
Digital Health
Technology Subtype
Healthcare Data
Tags
Algorithm
Machine learning
Lead Inventor
Marilyn Hravnak
Department
Nurs-Acute and Tertiary Care
All Tech Innovators
Lujie Chen
Gilles Clermont
Artur Wladyslaw Dubrawski
Date Submitted
2016-10-25
Interactive Virtual Screening and Visualization Tools
03543
Interactive PyMOL plugin cluster_mols.py speeds virtual screening with hierarchical clustering, visualization of polar contacts, and navigation shortcuts.
Technology Type
Life Science Research Tool
Technology Subtype
Bioinformatics
Tags
Algorithm
Drug Discovery - Target
Software
Lead Inventor
Carlos Camacho
Department
Med-Computational and Systems Biology
All Tech Innovators
Matthew P. Baumgartner
Carlos Jaime Camacho
David Koes
Technology Readiness Level
4. Prototype testing and refinement
Date Submitted
2015-03-05
EMPIRE: Electrocardiographic Methods for the Prehospital Identification of Non-ST Elevation Myocardial Infarction Events
03388
EMPIRE uses cloud-based ECG analysis and neural networks to prehospital identify NSTEMI, accelerating diagnosis and treatment.
Technology Type
Digital Health
Technology Subtype
Clinical Decision Support
Therapeutic Areas
Cardiovascular
Therapeutic Indications
Myocardial infarction
Tags
Algorithm
Machine learning
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
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
Algorithm
Artificial intelligence (AI)
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
Evidence-Based Driving Assessment: A System for Objective Evaluation and Training
02557
A sensor-driven, objective on-road driving assessment translating evaluator interventions into quantifiable data for licensing and training.
Technology Type
Medical Device
Technology Subtype
Rehab or Assistive Medical Device
Tags
Algorithm
Human performance
Platform Technology
Lead Inventor
Nahom Beyene
Department
SHRS-Rehab Sci & Tech
All Tech Innovators
Nahom Minassie Beyene
Rory A. Cooper Ph.D.
Amy Karas Lane
Date Submitted
2011-09-06
Software With an Improved Ability to Track a Large Number of Markers
02530
Efficient multi-marker tracking using a two-pass Kalman filter, labeling seeds, filling gaps, and optimal back-and-forth estimation.
Technology Type
Digital Health
Technology Subtype
Healthcare Delivery
Therapeutic Areas
Neuroscience
Tags
Algorithm
Brain-computer interface
Lead Inventor
Sagi Perel
Department
Med-Systems Neuroscience Institute (SNI)
All Tech Innovators
Steven Michael Chase
Sagi Perel
Andrew B. Schwartz
Date Submitted
2011-07-28
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
Algorithm
Artificial intelligence (AI)
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
Software to Analyze Copy Number Alterations
02147
A novel algorithm creates Virtual Normals to unbiasedly detect copy number alterations with high signal accuracy from test samples.
Technology Type
Life Science Research Tool
Technology Subtype
Bioinformatics
Tags
Algorithm
Genetics
Lead Inventor
Robert Sobol
Department
Med-Pharmacology and Chemical Biology
All Tech Innovators
Uma R. Chandran
William A. LaFramboise Ph.D.
Aleksandr Lisovich
Date Submitted
2010-02-17
Novel Statistical Test and Associated Software to Detect Significant Differences in the Survivorship of Classes of Patients
01959
A Perl-based F* Test and software identify significant differences in predicted patient survivorship across groups.
Technology Type
Digital Health
Technology Subtype
Clinical Trial Tool
Tags
Algorithm
Lead Inventor
James Lyons-Weiler
Department
Health Sciences Core Research Facilities
All Tech Innovators
Holly L. Berty
Shi Haiwen
James Francis Lyons-Weiler
Date Submitted
2009-03-20
Flux Balance Analysis with Molecular Crowding
01517
A crowding-aware flux balance model predicting bacterial growth, substrate use, and metabolic reorganization under varying growth rates.
Technology Type
Engineering Technology
Technology Subtype
Industrial Biotech
Tags
Algorithm
Lead Inventor
Zoltan Oltvai
Department
Med-Pathology
All Tech Innovators
Zoltan Nagy Oltvai
Alexei Vazquez
Date Submitted
2007-06-07
Process Data Warehouse for Efficient Summarization of Large Data Sets
01231
PDW enables scalable, SQL-driven process data summarization for massive datasets, supporting thousands of concurrent WAN-style requests.
Technology Type
Engineering Technology
Technology Subtype
Software - Non-Healthcare
Tags
Algorithm
Lead Inventor
Vladimir Zadorozny
Department
SCI-Informatics and Networked Systems
All Tech Innovators
Vladimir Iosifovich Zadorozny
Date Submitted
2006-03-20