Patents & Invention Disclosures

Granted Patents

Application No. Title
18/404,357 A System for Multi‑Perspective Discourse within a Set Conversation Standards
16/916,697 Hierarchical Self‑Attention for Machine Comprehension
16/342,635 MUDRA: Multi‑Domain Real‑Time Question Answering System
16/430,676 Neural Text Simplification by Jointly Learning Semantic Alignment and Simplicity
16/430,788 Open‑Domain Real‑Time Question Answering
16/334,135 Systems and Methods for Question Generation with Fact‑Based Attentive Recurrent Neural Networks
16/491,489 Systems and Methods to Optimize Clinical Decision Support with Deep Reinforcement Learning
16/329,959 Semi‑Supervised Classification with Stacked Autoencoder
16/330,174 Systems and Methods for Diagnostic Inferencing with Multimodal Deep Memory Networks
15/707,550 Condensed Memory Networks
16/340,480 Patient‑Centric Clinical Knowledge Discovery System Using Deep Learning, NLP, and Voice Services
16/334,135 Systems and Methods for Question Generation with Fact‑Based Attentive Recurrent Neural Networks
16/491,489 Drawing Conclusions from Free‑Form Texts with Deep Reinforcement Learning
16/681,945 CRF‑Based Span Prediction for Fine Machine Reading Comprehension
16/979,199 Haptic Input Text Generation

Filed Patents

Application No. Title
18/383,197 Extracting Embeddings from Multi‑Party Dialogues and Mining the Embeddings Using Natural Language Queries
18/494,850 Methods and Systems for Categorizing Cyber Incident Logs Featuring Dynamic Relationships to Pre‑Existing Cyber Incident Reports in Real‑Time
62/891,787 System for Automated Dynamic Guidance for DIY Projects
18/231,484 System, Method, and Storage Medium for Extracting Targeted Medical Information from Clinical Notes
62/869,075 Multi‑Pass Fine Reading for Machine Comprehension
62/777,278 Systems and Methods for Augmented Reality Enhanced Field Services Support
62/793,611 A System for Multi‑Perspective Discourse within a Set Conversation Standards
62/681,123 Open‑Domain Real‑Time Question Answering Based on Asynchronous Multi‑Perspective Context‑Driven Retrieval and Neural Paraphrasing
62/680,660 Neural Text Simplification by Jointly Learning Semantic Alignment and Simplicity
62/551,496 Recognizing Emotions in Social Media with Guided Co‑Training
62/531,147 COMPANION: An Ever‑Learning Intelligent System for Improved Quality of Life
62/484,602 DBrain: A System to Infer Diagnoses from Clinical Notes with Deep Reinforcement Learning
62/454,085 An Ensemble‑Based Iterative Classification Framework for Recognizing Emotion in Text
62/415,541 Classification of Cognitive Bias in Microblogs Relative to Healthcare‑Centric Evidence
62/412,329 Knowledge Graph‑Based Clinical Diagnosis Assistant
62/411,907 Meeting User Information Needs with Personalized Monitoring of Real‑Time Streaming Data
62/384,250 A Deep Learning‑Based Semi‑Supervised Approach for Text Classification
62/384,235 Systems and Methods for Diagnostic Inferencing with Multimodal Deep Memory Networks
62/377,778 Knowledge Discovery from Social Media and Biomedical Literature for Adverse Drug Events

Invention Disclosures

1. AI and Machine Learning for Healthcare

  • 2021ID00749: AI‑Driven Complaint Mapper to Improve Philips Labeling and Internal Documentation (SRAs)
  • 2020ID02075: An Approach to Generate Partially Clinically Relevant Synthetic Electronic Health Records
  • 2020ID01445: Concept Mapping Using Joint Classification with Natural Language Processing and Distribution Models of Clinical Feature Values
  • 2018ID00107: A Method for Identifying Abnormal Neurological Development from MRI Images for Neonatal Patients
  • 2017ID05628: Enhanced Workflow Management System for Medical Diagnosis Based on Phenotyping Deltas
  • 2017ID05578: A System for Modelling Patient Conditions Using Markov Logic Network
  • 2017ID03450: DBrain — A System to Infer Diagnoses from Clinical Notes with Deep Reinforcement Learning
  • 2016ID02000: Condensed Memory Networks for Diagnostic Inferencing from Free‑Text Clinical Notes
  • 2016ID01819: Knowledge Graph‑Based Clinical Diagnosis Assistant
  • 2016ID01736: Systems and Methods for Diagnostic Inferencing with Multimodal Deep Memory Networks
  • 2016ID00331: Patient‑Centric Clinical Knowledge Discovery System Using Deep Learning, NLP, and Voice Services

2. Natural Language Processing and Text Analysis

  • 2020ID02067: A Method for Assessing Sentence Importance in Text Classification
  • 2020ID01789: A Framework and Method for Identifying Relevant Phrases About Medical Device Issues from Long Text
  • 2020ID01708: Free‑Text Concept Classification with Domain Invariance
  • 2019ID01837: Improved Evaluation Metric for Table‑to‑Text Conversion
  • 2019ID01252: Improved Coverage for Table‑to‑Text Generation
  • 2019ID01139: Improving the Performance of Disease NER for Clinical Trial Matching
  • 2018ID01346: Multi‑Pass Fine Reading for Machine Comprehension
  • 2018ID01496: Multi‑Pass Span Prediction for Fine Machine Reading Comprehension
  • 2018ID02179: CRF‑Based Span Prediction for Fine Machine Reading Comprehension
  • 2017ID03544: A Method for Automatically Constructing a Dictionary of Figurative Descriptions of Illness
  • 2017ID03449: Neural Text Simplification by Jointly Learning Semantic Alignment and Simplicity
  • 2016ID02347: Idea‑Density‑Enhanced Named Entity Recognition to Detect Cognitive Impairment in the Elderly

3. Question Answering and Information Retrieval Systems

  • 2019ID02377: Automatic PDF Document Digestion into a Live QA System
  • 2019ID02314: A System for Personalized Language‑Agnostic Document Retrieval
  • 2018ID00556: System and Method for Personalized Physiology‑Aware Question Answering
  • 2018ID02354: Novel Retrieval Architecture for Treatment‑Related Biomedical Articles and Clinical Trials
  • 2017ID05255: Open‑Domain Real‑Time Question Answering Based on Asynchronous Multi‑Perspective Context‑Driven Retrieval and Neural Paraphrasing
  • 2016ID02137: MUDRA: Multi‑Domain Real‑Time Question Answering System
  • 2016ID01150: A Method to Use Neural Semantic Similarity in Ranking Answers to Live Questions

4. Medical Device and Product Support

  • 2020ID02127: Power Monitoring for Medical Devices — Failure Prediction and Identification
  • 2020ID02125: AI Framework for Detecting Data Completeness to Improve Field Service Management and Complaint‑Handling Workflow
  • 2020ID01927: Semantic Mapping of Errors, Logs, and Resolution Through a Unified Joint Representation
  • 2020ID01781: Investigation Difficulty Assessment of Product Complaints with Language Models of Heterogeneous Domain Corpora
  • 2020ID01780: A Framework for Automatic Identification of Recurring Product Quality Issues from Customer‑ and Service Engineer‑Reported Free‑Text Data
  • 2020ID01312: System and Methods for Collecting Error Log Information from Medical Devices in the Product‑Support Lifecycle
  • 2019ID01002: A System for Automatically Identifying the State and Errors for Box Devices

5. Augmented Reality and Interactive Systems

  • 2018ID00792: Systems and Methods for Augmented Reality Enhanced Field Services Support
  • 2018ID01276: System for Automated Dynamic Guidance for DIY Projects
  • 2016ID02434: Addressing Cognitive Impairment in the Elderly Using Dialogue Systems and Augmented Reality

6. Emotion and Sentiment Analysis

  • 2017ID04760: Recognizing Emotions in Social Media with Guided Co‑Training
  • 2017ID03040: An Ensemble‑Based Iterative Classification Framework for Recognizing Emotion in Text

7. Data Management and Standardization

  • 2020ID01444: Standardized Reporting Tool for Hospital Data
  • 2019ID00954: Tool and Framework for the Curation of Clinical Trials and Records from Unstructured Texts

8. Machine Learning and AI Improvements

  • 2020ID00002: A Semi‑Supervised Framework for Modeling Classification Errors
  • 2019ID02424: Iterative Instance Selection to Reduce Annotation Errors Associated with Multilabel Instances
  • 2016ID01750: A Deep Learning‑Based Semi‑Supervised Approach for Text Classification

9. Personalized and Context‑Aware Systems

  • 2018ID02676: A System for Situational Awareness Using Context‑Driven Embeddings
  • 2016ID01988: COMPANION — An Ever‑Learning Intelligent System for Improved Quality of Life
  • 2016ID01931: Meeting User Information Needs with Personalized Monitoring of Real‑Time Streaming Data

10. Miscellaneous

  • 2020ID01212: Language‑Agnostic Code Recommendation Without Translation
  • 2019ID02273: Grounding Clinical Notes with Numerical Data to Enhance Clinical Decision Support
  • 2019ID00990: An Interactive Annotation Interface for Human‑in‑the‑Loop Information Retrieval and Extraction
  • 2018ID00555: System and Methods for Contextual Symptom Capturing Based on Physiological Sensing
  • 2018ID00611: A System for Multi‑Perspective Discourse within a Set Conversation Standards
  • 2018ID01400: AI‑Enabled Interruption‑Handling Intelligent Agent
  • 2017ID03653: Touch‑to‑Text — Text Generation Based on Haptic Signals from Clinical Palpation
  • 2017ID03081: Systems and Methods to Optimize Clinical Decision Support with Deep Reinforcement Learning
  • 2016ID01213: MEDFLIX — Interactive Video‑Based Summarization of Electronic Medical Records
  • 2016ID00529: Knowledge Discovery from Social Media and Biomedical Literature for Adverse Drug Events
  • 2016ID00332: Classification of Cognitive Bias in Microblogs Relative to Healthcare‑Centric Evidence