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Data Science for HCPs

The Guardrails of Data Science: Regulations and Certifications for Health Care
Data Science for HCPs
The Guardrails of Data Science: Regulations and Certifications for Health Care
01/20/2021
In this blog post, Michael Towbin and colleagues explore the guidelines intended to provide guardrails for data science efforts.
In this blog post, Michael Towbin and colleagues explore the guidelines intended to provide guardrails for data science efforts.
In this blog post, Michael...
01/20/2021
Journal of Clinical Pathways
Finding the Signal in the Noise During COVID-19: A Survey on Multiple Sclerosis
Data Science for HCPs
Finding the Signal in the Noise During COVID-19: A Survey on Multiple Sclerosis
06/25/2020
David Hughes, BSN, and colleagues break down the intersection between COVID-19 and multiple sclerosis, including how the virus has affected access to care and the wide adoption of telehealth care delivery.
David Hughes, BSN, and colleagues break down the intersection between COVID-19 and multiple sclerosis, including how the virus has affected access to care and the wide adoption of telehealth care delivery.
David Hughes, BSN, and...
06/25/2020
Journal of Clinical Pathways
Extraction, Transformation, and Loading: The ETL of Data Engineering
Data Science for HCPs
Extraction, Transformation, and Loading: The ETL of Data Engineering
05/18/2020
David Hughes, BSN, and colleagues explain data extraction in layman’s terms, including what it takes to wrangle data into a usable shape and the end result of data engineering.
David Hughes, BSN, and colleagues explain data extraction in layman’s terms, including what it takes to wrangle data into a usable shape and the end result of data engineering.
David Hughes, BSN, and...
05/18/2020
Journal of Clinical Pathways
Data Science for HCPs
Data Engineering: The Foundation of Data Science Efforts
04/09/2020
Erwan Rivet, MBA, MSME; Victor M. Gehman, PhD; Kelly Leyden, MRes; Michael Becich, MS; Anisha Keshavan, PhD; Amal Katrib, PhD; Fatima Rubio da Costa, PhD; David Hughes, BSN; David Whewell
David Hughes, BSN, and colleagues detail the journey of data engineering from source to secure transport, storage, and versioning to its ultimate deployment.
David Hughes, BSN, and colleagues detail the journey of data engineering from source to secure transport, storage, and versioning to its ultimate deployment.
David Hughes, BSN, and...
04/09/2020
Journal of Clinical Pathways
Data Science for HCPs
What Is Data Science: Addressing the Uncertainty Behind Addressing Uncertainty
03/14/2020
David Hughes, BSN; Victor M. Gehman, PhD; Michael Becich, MS; Amal Katrib, PhD; Fatima Rubio da Costa, PhD; David Whewell
David Hughes, BSN, and colleagues lay the foundation for understanding data science, drawing comparisons from chess and poker and the history of the scientific method.
David Hughes, BSN, and colleagues lay the foundation for understanding data science, drawing comparisons from chess and poker and the history of the scientific method.
David Hughes, BSN, and...
03/14/2020
Journal of Clinical Pathways
Data Science for HCPs
Introduction to Data Science for Health Care Professionals
02/11/2020
Victor M. Gehman, PhD; Kelly Leyden, MRes; Michael Becich, MS; Anisha Keshavan, PhD; Amal Katrib, PhD; Melinda Thomas; Fatima Rubio da Costa, PhD; Michael Towbin; David Whewell; David Hughes, BSN
In the first installment of the new Data Science for Health Care Professionals blog series, David Hughes, BSN, Octave Bioscience, underscores the role of data in health care today and how this series will help make data science concepts more...
In the first installment of the new Data Science for Health Care Professionals blog series, David Hughes, BSN, Octave Bioscience, underscores the role of data in health care today and how this series will help make data science concepts more...
In the first installment of the...
02/11/2020
Journal of Clinical Pathways

Octave is dedicated to improving the journey of patients with neurodegenerative diseases, starting with multiple sclerosis (MS). We focus on MRI imaging analytics, molecular biomarker discovery, and discovering meaningful signals and patterns in clinical data from different sources such as patient sensors, web portals, mobile apps, and electronic medical records. Octave leverages this knowledge to surface clinical intelligence and provide concierge support to patients, their families, and clinical teams Octave's patient care program fills the gap between office visits by providing a comprehensive MS resource that is always by your side: real-time communication with an MS-certified nurse surrounded by a system of digital dashboards and a mobile application to track symptoms, medication adherence, and adverse events.

We are deliberate in our recruitment of amazing individuals because we recognize that combining both humans and technology (ie, human-tech) is integral in addressing the obvious and latent complexity found in health care challenges. The authors of this blog are established developers of clinical pathways, data scientist and engineers, biomedical researchers, neuroradiologists, and nurses.

David Hughes is the Principal Machine Learning Data Engineer for Octave Bioscience. He develops cloud-based architectures and solutions for surfacing clinical intelligence from complex medical data. He leverages his interest in graph based data and population analytics to support data science efforts. David is using his experience leading clinical pathways initiatives in oncology to facilitate stakeholder engagement in the development of pathways in neurodegenerative diseases. With Octave, he is building a data driven platform for improving patient experience, mitigating cost, and advancing health care delivery for patients and families.

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