Multi-scale deep reinforcement machine learning for N-dimensional segmentation in medical imaging
Multi-scale deep reinforcement learning generates a multi-scale deep reinforcement model
for multi-dimensional (eg, 3D) segmentation of an object. In this context, segmentation is …
for multi-dimensional (eg, 3D) segmentation of an object. In this context, segmentation is …
Digital health technology selection for digital clinical trials
P Jain, J Schilling, D Klein, MJ Begale - US Patent 11,061,798, 2021 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for monitoring technology usage and performance. In some …
storage medium, for monitoring technology usage and performance. In some …
Managing and adapting monitoring programs
P Jain, J Schilling, D Klein - US Patent 11,296,971, 2022 - Google Patents
monitoring performance fluctuates or varies over time and decreases in monitoring
performance can jeopardize the success of a monitoring system. For example, when a large …
performance can jeopardize the success of a monitoring system. For example, when a large …
Multi-scale deep reinforcement machine learning for N-dimensional segmentation in medical imaging
Multi-scale deep reinforcement learning generates a multi-scale deep reinforcement model
for multi-dimensional (eg, 3D) segmentation of an object. In this context, segmentation is …
for multi-dimensional (eg, 3D) segmentation of an object. In this context, segmentation is …
Systems and methods for creating an expert-trained data model
JS Bates - US Patent App. 15/913,780, 2019 - Google Patents
Presented are systems and methods for using expert knowledge to generate, train, and use
a medical data model that uses medical data from a number of sources to generate …
a medical data model that uses medical data from a number of sources to generate …
Remotely managing and adapting monitoring programs using machine learning predictions
P Jain, J Schilling, D Klein - US Patent 11,316,941, 2022 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for remotely managing and adapting monitoring programs using machine …
storage medium, for remotely managing and adapting monitoring programs using machine …
Optimizing patient treatment recommendations using reinforcement learning combined with recurrent neural network patient state simulation
RECOMMENDATIONS USING ing a patient state as a query, applying the optimized RL
REINFORCEMENT LEARNING COMBINED action generator to the received patient state to …
REINFORCEMENT LEARNING COMBINED action generator to the received patient state to …
Systems and methods for customizing monitoring programs involving remote devices
P Jain, J Schilling, D Klein - US Patent 11,361,846, 2022 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for customizing monitoring programs involving remote devices. In some …
storage medium, for customizing monitoring programs involving remote devices. In some …
Increasing diversity of participants in health research using adaptive methods
P Jain, J Schilling, D Klein - US Patent 11,521,714, 2022 - Google Patents
a server system can provide a multi-tenant system that provides functionality to create
monitoring programs each tenant organization, select groups of devices and users to …
monitoring programs each tenant organization, select groups of devices and users to …
Improving diversity in cohorts for health research
P Jain, J Schilling, D Klein - US Patent 11,196,656, 2021 - Google Patents
US11196656B1 - Improving diversity in cohorts for health research - Google Patents
US11196656B1 - Improving diversity in cohorts for health research - Google Patents Improving …
US11196656B1 - Improving diversity in cohorts for health research - Google Patents Improving …