Granted Patents

62/411,947
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
62/401,293
Systems and Methods for Question Generation with Fact-based Attentive Recurrent Neural Networks
62/454089
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
62/406,427
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
62/772,764
CRF-based Span Prediction for Fine Machine Reading Comprehension
16/979,199
Haptic input text generation

Filed Patents

62/891787
System for Automated Dynamic Guidance for DIY Projects
62/869075
Multi-Pass Fine Reading for Machine Comprehension
62/793611
A system for multi-perspective discourse within a set conversation standards
62/777,278
Systems and methods for augmented reality enhanced field services support
62/793611
A system for multi-perspective discourse within a set conversation standards
62/681123
Open domain real-time question answering based on asynchronous multi perspective context driven retrieval and neural paraphrasing
62/680660
Neural Text Simplification by Jointly Learning Semantic Alignment and Simplicity
62/551496
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
62/454085
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 the 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 the 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 devices issues from a 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 Description 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 unified joint representation
    • 2020ID01781: Investigation Difficulty Assessment of Product Complaints with Language Models of Heterogenous 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 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 the 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