Embracing massive medical data

YC Chou, Z Zhou, A Yuille - International Conference on Medical Image …, 2024 - Springer
… to catastrophic forgetting, where AI forgets old data as it learns new data, and vice versa. To
… AI from massive medical data. Instead of repeatedly training AI on randomly selected data

Transformative Changes to Embrace, Manage, and Exploit “Big Data

ML Kienholz, RS Crowley, JM Berg… - The Transformation of …, 2015 - Elsevier
… Act, 1 have resulted in the massive accumulation of data. Rather than pare these data down
to become manageable on the human scale, we can now embrace their size and complexity …

Translational bioinformatics embraces big data

NH Shah - Yearbook of medical informatics, 2012 - thieme-connect.com
… • Data–centric approaches that compute on massive amounts of data (often called “Big
Data”… of electronic healthcare data is increasing; and is where new breakthroughs will occur. …

[HTML][HTML] The scope of big data in one medicine: unprecedented opportunities and challenges

ME McCue, AM McCoy - Frontiers in veterinary science, 2017 - frontiersin.org
… throughput technologies such as next-generation sequencing (NGS) and quantitative mass
spectrometry, which can capture massive amounts of data from an individual. Molecular level …

Reconciling evidence-based medicine and precision medicine in the era of big data: challenges and opportunities

JS Beckmann, D Lew - Genome medicine, 2016 - Springer
… to this massive data set, it … data producers so that more medical data will be present in
individuals’ smartphones (or other devices) than in their EHRs. This could lead to a major medical

[PDF][PDF] Embracing Health Tech for a Healthier

A Kumar - researchgate.net
… for the effective transmission of medical data". In … massive volumes of data like functional
genomics. Sequencing advances have created massive amounts of functional genomics data. …

From big data to precision medicine

T Hulsen, SS Jamuar, AR Moody, JH Karnes… - … in medicine, 2019 - frontiersin.org
… To assimilate this data will require massive computing far beyond an individual's capability
… Funding agencies have widely embraced this concept with collaborative funding models …

Advancing epidemiological understanding: Navigating challenges and embracing innovations in the age of technology and data

D de Wilde, N Rohner, C Rohner - Innovating Health Against Future …, 2024 - Elsevier
… Considering that a future pandemic might be imminent, this chapter emphasizes how data
… Furthermore, it outlines the challenges of utilizing data and technology and delves into their …

Creating and embracing change in a time of transformation

RJ Matheis - Current Medical Research and Opinion, 2021 - Taylor & Francis
… to discern among the massive amounts of health information … product development, medical
communication professionals … and data analysts, medical affairs professionals, field medical

[PDF][PDF] Big data analytics in the field of multifaceted analyses: A study on “health care management”

RH Chowdhury - World Journal of Advanced Research and …, 2024 - researchgate.net
… By embracing these advancements, practitioners and researchers can collectively shape a
future where data-driven insights revolutionize healthcare decision-making and improve the …