Search Results - chris+tsokos

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AI: Real Data-Driven Analytical Predictive Model For Pancreatic Cancer, Survival Monitoring Indicator, Survival Methodologies
­Competitive Advantages: The inventive model identifies the risk factors, and interaction and predicts the survival time of a pancreatic cancer patient. The analytic survival indicator can be used to evaluate the effectiveness of different treatments given to patients, by identifying if the survival time of the patients is increasing,...
Published: 7/17/2023   |   Inventor(s): Chris Tsokos, Aditya Chakraborty
Keywords(s): Artificial Intelligence, Cancer, Cancer Diagnostics, Drug Treatment Evaluation, Medical Diagnostics
Category(s): Technology Classifications > Cancer > Cancer Diagnostics, Technology Classifications > Cancer > Cancer Treatment Adenocarcinomas, Technology Classifications > Medical > Oncology
CYBERSECURITY: Reliability Of A Computer Network
Competitive Advantages This analytical model is developed using real data of the National Vulnerability Database, NVD. This analytical model is made up of data from Microsoft, Linux, and Apple computer operating systems that represents 99.34% of the market around the globe. This analytical model can identify the minimum number of steps, n, that...
Published: 7/12/2023   |   Inventor(s): Chris Tsokos, Freeh Alenezi
Keywords(s): Computers Software and Information Technology, Cryptography and Intrusion Detection, Cybersecurity, Diagnostic Tools for Network Vulnerability Evaluations
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity
A Stochastic Analytical Model That Monitors The Returns Of A Production Process
Competitive Advantages The provided model has been statistically evaluated to be of a very high quality and can predict returns with high degree of accuracy. The designed model is based on real process data and can be used in any production process, provided the data is available. The calculated index factor can be helpful to make the correct decisions...
Published: 7/13/2023   |   Inventor(s): Chris Tsokos, Lohuwa Mamudu
Keywords(s): Computers Software and Information Technology, Datasets, Industrial Applications
Category(s): Technology Classifications > Computer Science > Datasets, Technology Classifications > Engineering > Industrial Engineering, Technology Classifications > Engineering > Manufacturing
AI Based Model to Predict Conversion Time of MCI Patient to AD Patient
Competitive Advantages Predicts the time of conversion from MCI to AD stage with 93.5% accuracy Computes 95% or 99% confidence limits of predicted conversion time Accurate Prediction Based on AI Summary Alzheimer’s Disease gradually degrades the memory of an individual over time. The process cannot be reversed and there is no known cure....
Published: 7/13/2023   |   Inventor(s): Chris Tsokos, Mohamed Abu Sheha
Keywords(s): Artificial Intelligence, Medical Diagnostics, Neurodegenerative Diseases
Category(s): Technology Classifications > Medical > Neuroscience, Technology Classifications > Medical > Medical Diagnostics
A real data driven analytical model to predict happiness
Competitive Advantages Rank the risk factors with respect to the percent of contribution to the happiness scores Identified the significant interactions that influence the happiness score This model can be used strategically to increase the degree of happiness Summary USF inventors have developed this statistical model with the data available...
Published: 7/11/2023   |   Inventor(s): Chris Tsokos
Keywords(s): Datasets, Tests, Questionnaires and Surveys
Category(s): Technology Classifications > Computer Science, Technology Classifications > Software
Real Data-Driven Nonlinear Analytical Model for Corn Production in the US
Competitive Advantages Identifies the most important factors to maximize the returns of production Factors ranked by their contributions to the returns Estimates reliable production returns Strategy for a successful maximization of the product returns Strategy to stimulate investor confidence Summary Our researchers have developed a data-driven...
Published: 7/17/2023   |   Inventor(s): Chris Tsokos, Lohuwa Mamudu
Keywords(s): Agriculture, Food Science
Category(s): Technology Classifications > Energy & Environment > Agriculture, Technology Classifications > Electronics > Food Sciences
A Predictive Analytical Model for Software Vulnerability
Competitive Advantages Future vulnerabilites can be anticipated easily Improved software security Helps developers allocate resources efficiently and implement counter measures Summary Researchers at USF have created a novel technology that efficiently helps developers of the OS examine the software readiness by predicting its future vulnerability...
Published: 5/31/2023   |   Inventor(s): Chris Tsokos, Nawa Raj Pokhrel
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Software
Machine Learning Analytics in Real-Time
Competitive Advantages Significantly Improved Processing Speed Improved Accuracy of Machine Learning Analytics Real-time Processing Automated Decision Making Summary USF researchers have created analytic systems with the ability to analyze data in real-time. These analytics take the random nature of changes into account via a control process...
Published: 6/1/2023   |   Inventor(s): Chris Tsokos, Abolfazl Saghafi
Keywords(s):  
Category(s): Technology Classifications > Computer Science, Technology Classifications > Software