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In this Webinar, Juan Martinez from John Snow Labs and Ken Puffer from ePlus will share lessons learned from recent AI, ML, and NLP projects that have been successfully built & deployed in US hospital systems:

  • Improving patient flow forecasting at Kaiser Permanente
  • A real-time clinical decision support platform for Psychiatry and Oncology at Mount Sinai
  • Automated de-identification of 700 million patient notes at Providence Health

Then they will showcase a live demo of the recently launched AI Workflow Accelerator Bundle for Healthcare, which provides a complete data science platform including supporting the full AI lifecycle:

  • Data analysis: Enable data analysts to query, visualize & build dashboards without coding
  • Data science: Enable data scientists to train models, share & scale experiments
  • Model deployment options
  • Operations: Enable DevOps & DataOps engineers to monitor, secure, and scale

The bundle is a turnkey solution composed of GPU-accelerated hardware from NVIDIA, proprietary software from John Snow Labs, and implementation services from ePlus. It is unique in providing all of the following healthcare-specific capabilities out of the box:

  • 2,300+ current, clean, and enriched healthcare datasets – from ontologies to benchmarks
  • Spark NLP for Healthcare – the most widely used NLP library in the healthcare industry – along with 250+ pre-trained clinical & biomedical NLP models for analyzing unstructured data
  • Spark OCR – including the ability to read, de-identify, and extract information from DICOM images
  • Security controls implemented within the platform, to enable a team of data scientists to effectively work & collaborate in air-gap, high-compliance environments

We will share speed & accuracy benchmarks measuring the optimization of John Snow Labs software and models on the GPU-accelerated Nvidia hardware – and how this translates to enabling your AI team to deliver bigger projects faster.

Juan Martinez
Senior Data Scientist at John Snow Labs

Juan Martinez is a Sr. Data Scientist, working at John Snow Labs since 2021. He graduated from Computer Engineering in 2006, and from that time on, his main focus of activity has been the application of Artificial Intelligence to texts and unstructured data. To better understand the intersection between Language and AI, he complemented his technical background with a Linguistics degree from Moscow Pushkin State Language Institute in 2012 and later on on University of Alcala (2014).

He is part of the Healthcare Data Science team at John Snow Labs. His main activities are training and evaluation of Deep Learning, Semantic and Symbolic models within the Healthcare domain, benchmarking, research and team coordination tasks. His other areas of interest are Machine Learning operations and Infrastructure.

Ken Puffer
Healthcare CTO at ePlus

Ken Puffer is the Chief Technology Officer for Healthcare solutions at ePlus. In this role, Ken consults with a broad range of healthcare leaders and technology partners to help ePlus develop, deploy, optimize, and maintain solutions that help solve the unique challenges facing healthcare.

As Chief Technology Officer and Chief Information Security Officer for 20 years at a major healthcare system in the New York Metro area, Ken brings a comprehensive understanding of addressing the business challenges present when delivering healthcare in a highly competitive environment. Among Ken’s accomplishments includes the creation and leadership of the organization’s Help Desk, Desktop Management, Network Operations, Security Operations, Technology Selection and Biomedical Engineering Teams. Ken also led the technology review team for the hospital’s EMR selection committee. The team successfully accomplished the goal of designing a highly-available system with a focus on accessibility for the care delivery team and supportability by existing operational resources.

As the system’s CISO, Ken led the creation and implementation of the organization’s Information Security Team, Information Security Program, and InfoSec Compliance Program. The philosophy of a holistic approach to security, encompassing people, process and security are core elements of a successful security program.

During his career in Healthcare IT leadership, he led the growth and adoption of technology for the organization’s clinical and ancillary departments while building teams to satisfy the security and operational needs of managing these systems. Ken’s depth of knowledge of Provider organizations improves ePlus’ capabilities to deliver effective technology and operational solutions for Patient Access, Digital Front Door, Revenue Cycle, Customer Service, Information Security, Data Center and Infrastructure, Networking and Communications, Internet of Things (IoT) and RFID/RTLS technologies, and Analytics.

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