2022
Watch Healthcare NLP Summit 2022
Day 1
Industry Survey Analysis: AI in Healthcare 2022
Paco Nathan
Managing Partner at Derwen, Inc.
The Unified NLP Platform
David Talby
CTO at John Snow Labs
The quest for proactive and reactive healthcare
Kira Radinsky
CEO at Diagnostic Robotics
Natural Language Technologies: Current Status and Future Evolution
Yoav Shoham
Co-Founder at AI21 Labs
Cleanlab: Making AI Work with Messy, Real-World Healthcare and NLP Data
Curtis Northcutt
CEO & Co-Founder at Cleanlab Inc
Automated Patient Risk Adjustment and Medicare HCC Coding from Clinical Notes
Amir Kermany
Technical Director, Healthcare and Life Science at Databricks
Moritz Steller
Senior Architect, AI + ML at Microsoft
How to build a foundation of AI-based healthcare systems through language models?
Mehdi Bahrami
Member of Research Staff at Fujitsu Research of America
Preparing For The Next Pandemic: Transfer Learning From Existing Diseases Via Hierarchical Multi-Modal BERT Models to Predict COVID-19 Outcomes
Khushbu Agarwal
Senior Research Scientist at Pacific Northwest National Laboratory
Leveraging Deep Learning and Clinical Text to Predict Asthma Exacerbation
Matthew Davis
Data Science Manager at Irondside
Natural Language Processing for Clinical Excellence: The State of Practices, Opportunities, and Challenges
Yanshan Wang
Vice Chair of Research and Assistant Professor at University of Pittsburgh
Building Reproducible Evaluation Processes for Spark NLP Models
Dhruv Nair
Data Scientist at Comet ML
Extracting events and their dates from clinical text to generate real world evidence
Alex Rich
Staff Data Science Manager at Flatiron Health
Accelerating Healthcare Innovation: Finding Answers Faster Using NLP Models and Dedicated AI Compute
Natalia Vassilieva
Director of Product at Cerebras Systems
Is it enough to simply apply Language Model for optimal text classification?
Meysam Ghaffari
Senior Data Scientist (NLP and Deep Learning) at Memorial Sloan Kettering Cancer Center
Using Spark NLP to De-Identify Doctor Notes in the German Language
Maciej Piotrowski
Director, IT Architecture, Real World Solutions at IQVIA
Jiri Dobes
Head of Solutions at John Snow Labs
Supporting Mental Healthcare Delivery Using NLP
Setu Shah
Lead Machine Learning Engineer at Headspace Health
Using NLP at Scale to Process Patient Charts for Identifying Patient Encounters
Jayant Thomas
Senior Director AI/Machine Learning Engineering at Change Healthcare
Day 2
Machine Reading for Precision Medicine
Hoifung Poon
Senior Director at Microsoft Research
Current State-of-the-Art Accuracy for Key Medical Natural Language Processing Benchmarks
Veysel Kocaman
Principal Data Scientist at John Snow Labs
Opportunities and challenges of applying advances in NLP to healthcare
Elif Ozkirimli
Head of Data Science at Roche
Collaborative Healthcare NLP: Customisable NLP platforms for health and related research
Xingyi Song
Academic Fellow at University of Sheffield
End-to-End No-Code Development of AI Models for Text and Images
Dia Trambitas
Head of Product at John Snow Labs
Accelerating Use of the Digital Medical Record with Optimized Structured & Unstructured Data
Lucy Parente
Director, Strategy at Diameter Health
1 Line of Code to Use 600+ State-of-the-Art Clinical & Biomedical NLP Models
Christian Kasim Loan
Data Scientist and Spark/Scala ML Engineer at John Snow Labs
Few-Shot Text Classification in the real-world
Moshe Wasserblat
NLP Research Manager at INTEL LAB
Entropy and Sentiment: the Anna Karenina Principle in Patient Experience Data
Zach Childers
Manager, NLP and Machine Learning at Press Ganey
Using Spark NLP in R: a Drug Standardization Case Study
Katherine Goznikar
Senior Staff Data Scientist at IDEXX
Data centric AI for Healthcare
Leo Janze
Head of NLP at Change Healthcare
Ha Pham
Principal Architect, AI at Change Healthcare
Radiology Report Summarization
Sanjeev Kumar Kam
Senior Research Scientist at Siemens Healthineers
Medical NLP: Domain Expertise and Data Quality are Vital For Success
Hugo Altamirano
Medical Solutions Architect at iMerit Technology
Automatic mining of adverse drug reactions from social media posts and unstructured chats
Jiri Dobes
Head of Solutions at John Snow Labs
A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention
Cansu Sen
Senior Machine Learning Scientist at CodaMetrix
Lessons Learned Applying NLP to Create a Web-Scale Knowledge Graph
Filipe Mesquita
Vice President of Research at Diffbot
Identifying Housing Insecurity and Other Social Determinants of Health from Free-Text Notes
Eric Hilton
Senior Data Scientist at Cityblock Health
Caitlin Dugan
Data Scientist at Cityblock Health