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Chatbot Interaction Personalization
Chatbot Interaction Personalization is a framework for tailoring large language model–based chatbot interactions to individual patients using retrieval augmented generation (RAG). Instead of retraining or fine-tuning the underlying model, the system ingests persona descriptions or curated conversation fragments and uses them as a retrieval layer...
Published: 2/16/2026
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT
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Privacy Preserving Diagnosing
Privacy Preserving Diagnosing converts patient videos into standardized avatar representations that retain clinically relevant movement, posture, and facial cues while removing identifiable visual details. These neutral avatars serve as input for machine learning-based diagnosis models–with initial work in autism spectrum disorder (ASD)–demonstrating...
Published: 2/16/2026
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Inventor(s): Gondy Leroy, Chancellor Woolsey
Keywords(s):
Category(s): Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Software & Information Technology > Health IT
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Text Data Describing Examples of Characteristics of Autism Spectrum Disorders (ASD)
This technology is a text data set of characteristics of Autism Spectrum Disorder (ASD), consisting of “human-labeled” and “machine-labeled” data. The dataset consists of fragments of clinical text describing ASD typical behaviors in children. This data set will be used by algorithms for a number of applications. One application...
Published: 5/9/2024
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Healthcare Portfolios > Pediatrics
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Online Interface to Process Text and Identify Characteristics of Autism Spectrum Disorders (ASD) in the Text
This software allows individuals to submit text and have segments of that text be highlighted and grouped based on if they are diagnostic criteria when testing for autism spectrum disorder (ASD). Highlighting is performed based off different criterion and displayed in different colors. There is also a summary count of all criteria found and their frequencies...
Published: 5/9/2024
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Healthcare Portfolios > Pediatrics
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Algorithm to Process Text and Identify Characteristics of Autism Spectrum Disorders (ASD) in the Text
This technology is an algorithm that takes natural language text as an input, and uses rule-based and machine learning techniques to identify behaviors that are consistent with the diagnostic criteria for autism spectrum disorders (ASD). It suggests a diagnosis and highlights and summarizes the relevant information to aid a clinician’s decision...
Published: 5/9/2024
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Healthcare Portfolios > Pediatrics
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