Search Results - healthcare+training+and+patient+evaluation+and+software

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Machine Learning Refinement of Mortality Prediction in High-Risk Cardiac Surgery
­Advantages: By incorporating machine learning algorithms and the LIME approach, this research aims to refine the existing risk prediction models used in high-risk cardiac surgery. The use of refined risk prediction models can assist surgeons in operative decision-making. By providing a clearer understanding of the potential outcomes and risks...
Published: 7/26/2023   |   Inventor(s): Abhinav Harish
Keywords(s): Cardiological Diseases Treatment, Datasets, Healthcare Training and Patient Evaluation and Software, Machine Learning
Category(s): Technology Classifications > Medical > Surgery, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
Unlocking Precision: Harnessing Bootstrapped Semantic Preprocessing for Advanced Medical Data Labeling
Advantages: Efficient and Accurate Ground Truth Generation Improved Performance in Histopathology Analysis Increased Dataset Size for Better Training Business Summary: The integrated technology of Bootstrapped Semantic Preprocessing (BSP) sets it apart in the medical histopathology field by enabling effective automatic labeling for medical datasets...
Published: 7/14/2023   |   Inventor(s): Christopher Collazo
Keywords(s): Data Mining, Datasets, Healthcare Training and Patient Evaluation and Software, Medical Devices
Category(s): Technology Classifications > Medical, Technology Classifications > Data/AI, Technology Classifications > Medical > Medical Imaging, Technology Classifications > Medical > Biomedical Engineering
Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation *co-owned with SRC
Competitive Advantages Monitor infants and detect signs that are associated with pain (e.g., pain expression, crying, body motion and vital signs) when the infants are left unattended Generate an objective total pain score based on several signs of pain and report this score to a nurse This system can provide a consistent and an objective pain-scaling...
Published: 7/19/2023   |   Inventor(s): Md Sirajus Salekin, Peter Mouton, Dmitry Goldgof, Yu Sun
Keywords(s): Healthcare Training and Patient Evaluation and Software
Category(s): Technology Classifications > Medical > Medical Diagnostics, Technology Classifications > Computer Science, Technology Classifications > Engineering > Computer Engineering
Customizable 3D-Printed Surgical Simulator for Craniofacial Procedures
­Competitive Advantages Help increase surgical competence thus better surgical outcome Simulator provides disease/patient specific prototype Ability to help surgeons perform high risk operation with adequate practice Summary Healthcare simulation is an advancing field that has been shown to be a superior educational modality. Craniofacial...
Published: 9/6/2023   |   Inventor(s): Stephen Rottgers, Summer Decker, Jonathan Ford
Keywords(s): 3D Printing, Healthcare Training and Patient Evaluation and Software, Surgery
Category(s): Technology Classifications > Medical > Surgery
Task Trainer for Practicing a Reduction Procedure for Treating Radial Head Subluxation
Competitive Advantages A tool to practice correcting Radial Head Subluxations Mimics arm bones moving in place Allows for repetitive practice Teaches this skill in a safe environment Summary USF researchers have developed a task-trainer which allows users to obtain repetitive practice treating radial head subluxations before...
Published: 7/17/2023   |   Inventor(s): Koundinya Kompalli, Corey Sargent, John Todaro, Teresa Gore, Sharlene Smith, Patricia Cecil
Keywords(s): Health Tech, Healthcare Training and Patient Evaluation and Software, Medical Devices
Category(s): Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical
Pressure Ulcer Monitoring System
Competitive Advantages Non-contact assessment method avoids possible contamination and infection Size and depth of pressure ulcers can be measured without bias from conventional methods Compact design of device provides ease-of-use in clinical settings Summary Pressure ulcers are wounds of the skin and underlying tissue that typically occur...
Published: 1/4/2024   |   Inventor(s): Dmitry Goldgof, Matthew Peterson, Chih-Yun Pai, Hunter Morera, Yu Sun, Sudeep Sarkar, Dmitrii Cherezov, Linda Cowan, Kimberly Hall
Keywords(s): Health Tech, Healthcare Training and Patient Evaluation and Software, Wound and Tissue Healing
Category(s): Technology Classifications > Software, Technology Classifications > Medical