AIMC Topic: Big Data

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Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine.

Computers in biology and medicine May 30, 2023
Mounting evidence has highlighted the implementation of big data handling and management in the healthcare industry to improve the clinical services. Various private and public companies have generated, stored, and analyzed different types of big hea...
Precision Medicine Big Data Machine Learning Delivery of Health Care Humans Artificial Intelligence
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Artificial intelligence, big data and heart transplantation: Actualities.

International journal of medical informatics May 25, 2023
BACKGROUND: As diagnostic and prognostic models developed by traditional statistics perform poorly in real-world, artificial intelligence (AI) and Big Data (BD) may improve the supply chain of heart transplantation (HTx), allocation opportunities, co...
Prognosis Retrospective Studies Big Data Heart Transplantation Humans Artificial Intelligence
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Development of Indirect Health Data Linkage on Health Product Use and Care Trajectories in France: Systematic Review.

Journal of medical Internet research May 18, 2023
BACKGROUND: European national disparities in the integration of data linkage (ie, being able to match patient data between databases) into routine public health activities were recently highlighted. In France, the claims database covers almost the wh...
Information Storage and Retrieval Big Data Registries Hospitals Humans Artificial Intelligence
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Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects.

European radiology experimental May 8, 2023
Artificial intelligence (AI) is transforming the field of medical imaging and has the potential to bring medicine from the era of 'sick-care' to the era of healthcare and prevention. The development of AI requires access to large, complete, and harmo...
Big Data Diagnostic Imaging Neoplasms Humans Artificial Intelligence Forecasting
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Transforming primary healthcare through natural language processing and big data analytics.

BMJ (Clinical research ed.) May 3, 2023
Big Data Humans Data Science Primary Health Care Natural Language Processing Data Mining
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Classification of skin cancer stages using a AHP fuzzy technique within the context of big data healthcare.

Journal of cancer research and clinical oncology May 2, 2023
BACKGROUND AND OBJECTIVES: Skin conditions in humans can be challenging to diagnose. Skin cancer manifests itself without warning. In the future, these illnesses, which have been an issue for many, will be identified and treated. With the rapid expan...
Support Vector Machine Fuzzy Logic Skin Neoplasms Big Data Algorithms Humans Delivery of Health Care
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Digital Transformation of Cancer Care in the Era of Big Data, Artificial Intelligence and Data-Driven Interventions: Navigating the Field.

Seminars in oncology nursing May 1, 2023
OBJECTIVES: To navigate the field of digital cancer care and define and discuss key aspects and applications of big data analytics, artificial intelligence (AI), and data-driven interventions.
Neoplasms Big Data Humans Artificial Intelligence Digital Technology Medical Oncology
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PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain.

AMIA ... Annual Symposium proceedings. AMIA Symposium Apr 29, 2023
Pathology text mining is a challenging task given the reporting variability and constant new findings in cancer sub-type definitions. However, successful text mining of a large pathology database can play a critical role to advance 'big data' cancer ...
Breast Neoplasms Language Natural Language Processing Humans Big Data Female Data Mining
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Small Data Can Play a Big Role in Chemical Discovery.

Angewandte Chemie (International ed. in English) Apr 26, 2023
The chemistry community is currently witnessing a surge of scientific discoveries in organic chemistry supported by machine learning (ML) techniques. Whereas many of these techniques were developed for big data applications, the nature of experimenta...
Big Data Machine Learning
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From Big Data's 5Vs to clinical practice's 5Ws: enhancing data-driven decision making in healthcare.

Journal of clinical monitoring and computing Apr 25, 2023
The use of AI-based algorithms is rapidly growing in healthcare, but there is still an ongoing debate about how to manage and ensure accountability for their clinical use. While most of the studies focus on demonstrating a good algorithm performance ...
Artificial Intelligence Algorithms Humans Decision Making Delivery of Health Care Big Data
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