Machine learning algorithm for early prediction of clinical deterioration events
A novel machine learning-based predictive modeling method to predict clinical deterioration events such as (but not limited to) ICU transfer and ventilator use. This enables ‘predictive triaging’, i.e. being able to make triaging decisions hours to days ahead of actual deterioration of a critically ill patient. Factors impacting the deterioration are also explicated, which can be used to prevent the deterioration.
Self-Supervision via Data Undersampling (SSDU) Software- Evaluation License
Self-supervised physics-based deep learning reconstruction without fully-sampled data for MRI
Machine learning model for ICU management
A machine learning model that uses doctor’s notes for improved prediction of patient condition in ICU settings.
SSDU software for non-Cartesian trajectories- Evaluation License
Non-Cartesian implementation of a self-supervised physics-based deep learning reconstruction without fully-sampled data
Reduced complexity modular polynomial multiplication for R-LWE cryptosystems
A method for integrating modular reduction into Karatsuba polynomial multiplication, used to optimize performance of R-LWR-based ciphers and other cryptographic systems.
Algorithm for registering prostate imaging data
A semi-automatic image registration algorithm that performs registration of prostate multiparametric magnetic resonance imaging (mpMRI) data.
Kidney and Kidney Tumor Segmentation Data
High resolution CT images of kidneys for training machine learning algorithms.
Advanced manufacturing method to fabricate removable partial denture
A series of methods and designs to quickly and accurately fabricate partial dentures from intraoral scanning without stone or printed models. The methods include harnessing the abilities of 3d printing, milling, and scanning technology to allow for the most efficient clinical and laboratory outcomes.
Assisted machine learning architecture
A disruptive machine learning architecture invented for privacy-sensitive entities to collaborate with each other without sacrificing the quality of gained intelligence.
Network Neuromodulation
A closed-loop deep brain stimulation device that exploits new mechanisms of action to control brain networks
Algorithm to improve left ventricular assist device implantation
An image processing algorithm to determine ideal, patient-specific location parameters for LVAD implantation.
Autonomous, high accuracy classification of cancer in tissue samples
A machine learning-based algorithm for cancer detection and classification.
PhysiAware - continuous monitoring of physiological signals
An app for continuous monitoring of physiological signals from sensors worn by patients.
Chaotic desynchronization of neural populations with non-pulsatile inputs
A method to identify stimulation parameters for desynchronizing a set of neurons.
Software for dual-mode ultrasound array driver and imaging platform (DMUA-DIP)
A software to drive dual-mode ultrasound arrays in imaging and therapy modes in a synchronized fashion.
3D Spine Registration Software for Computational Thoracic Volume Modeling (20160071)
Animal and Agriculture Emergency Response Software Portfolio (20180172)
Social Acuity Game (SAGA) for ASD children (20180167)
High Quality Digital Image Restoration Provides Faster Downloads with Less Storage and Bandwidth Requirements
Peripheral Artery Disease Quality of Life (PADQOL) Questionnaire
A validated instrument to assess the physical, psychosocial and emotional effects on patients suffering from peripheral artery disease.
Living with Pulmonary Hypertension Questionnaire (LPHQ)
The Living with Pulmonary Hypertension Questionnaire (LPHQ) is a reliable and validated measure of the adverse effects of pulmonary hypertension on a patient’s life.
Visualization of intracardiac electrograms on 3D heart model (VIEgram)
A software for easy visualization of intracardiac electrograms on 3D heart models.
Self-supervised physics-based deep learning reconstruction without fully-sampled data
Methods for training machine learning algorithms without fully-sampled reference data for inverse problems.
Six-month mortality risk estimation from electronic medical record
Elderly Mortality After Trauma (EMAT) score
A validated scoring method for predicting mortality after trauma in elderly patients at admission.
Machine learning-based sleep quality monitoring
Low-end to high-end cross-technology communication via cross-decoding (XBee-XFi)
A method to enable high-throughput, concurrent cross-technology communication from low-end to high-end wireless devices using cross-decoding technique.
Minnesota Nursing Informatics Leadership Inventory (MNILI)
Machine Learning-based Dynamic Activity Recommendation System
A deep learning architecture for wearable devices to evaluate, predict, and improve the quality of sleep by recommending personalized activities.
Physical-layer cross-technology communication via signal emulation (AllBee)
A method to enable high-throughput cross-technology communication using physical-level emulation without hardware or firmware modifications.
One-Year Mortality Risk Estimates from Electronic Medical Record Data
Melanocytes and Nerves of a Human Anagen Scalp Hair Follicle
Stockade of Nerves Surround the Bulge Region of Human Scalp Hair Follicle from Male Patient with Androgenetic Alopecia
Vascular 3-D Network of the Bulb Region of an Actively-Growing Anagen Human Scalp Hair Follicle
Nerves, Vessels and Neuropeptides in and around the Stem Cell Region of a Human Scalp Anagen Hair Follicle Image
Hair Follicle Images
Pediatric Non-invasive Brain Stimulation Assessment
Measure Scapula Angles with Smartphone Device (20150270, Dr. Paula Ludewig)
Deep Brain Stimulation Settings Optimization Algorithm (20150160, Dr. Matthew Johnson)
EMT and Emergency Responder Self-care App (20140245, Dr. Debra Olson)
VnmrJ SWIFT Software for Agilent Varian Systems
MRI Tool is Alternative to Arthroscopy (20130100, Dr. Jutta Ellermann)
Robust Image Correlation Based Strain Calculator for Tissue Systems (20130022, Dr. Victor Barocas)
Language Analysis Tool Detects Cognitive Dysfunction (20120188, Dr. Serguei Pakhomov)
Digital Pathology Virtual Microscope Slides with Online Database (20110025, Dr. Stephen Wiesner)
The Digital Pathology Virtual Microscope Slides allow medical students and allied health professionals to access hematology, body fluids, bacteriology and parasitology microscope slides through an online database for distance learning and enhanced curriculum delivery.
Digital Pathology Quantitative Immunohistochemistry Software
Digital Pathology Quantitative Immunohistochemistry Software