AIMC Topic: Big Data

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Cost supervision mining from EMR based on artificial intelligence technology.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2023
BACKGROUND: To effectively monitor medical insurance funds in the era of big data, the study tries to construct an inpatient cost rationality judgement model by designing a virtuous cycle of inpatient cost supervision information system and exploring...
Machine Learning Electronic Health Records Artificial Intelligence Inpatients Insurance, Major Medical Big Data Humans Hospitalization
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Temporal Phenomics - A Powerful Approach Using AI to Achieve "Earlier Medicine".

Studies in health technology and informatics Oct 26, 2022
The resurgence of machine learning AI has triggered the importance of collecting "personal big data" over a long period of time from wearable devices and EHRs. Collecting data from this large number of variables over a significant period of time has ...
Big Data Precision Medicine Phenomics Machine Learning Artificial Intelligence
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Human and machine: Better at pathology together?

Cancer cell Aug 8, 2022
Meaningful integration of artificial intelligence (AI) will transform the application of "big data" for patient care, diagnosis, and research. In this issue of Cancer Cell, Chen et al. describe a transparent system to integrate histopathology and mol...
Artificial Intelligence Neoplasms Humans Big Data
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Big Health Data Research and Group Harm: The Scope of IRB Review.

Ethics & human research Jul 1, 2022
Much of precision medicine is driven by big health data research-the analysis of massive datasets representing the complex web of genetic, behavioral, environmental, and other factors that impact human well-being. There are some who point to the Comm...
Ethical Review Big Data Ethics Committees, Research Artificial Intelligence Humans
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Will digitization, big data and artificial intelligence- and deep learning-based algorithm govern the practice of medicine?

Journal of the European Academy of Dermatology and Venereology : JEADV Jul 1, 2022
Algorithms Deep Learning Machine Learning Big Data Artificial Intelligence Humans
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Contemporary Challenges in Clinical Flow Cytometry: Small Samples, Big Data, Little Time.

The journal of applied laboratory medicine Jun 30, 2022
BACKGROUND: Immunophenotypic analysis of cell populations by flow cytometry has an established role in primary diagnosis and disease monitoring of many hematologic diseases. A persistent problem in evaluation of specimens is suboptimal cell counts an...
Immunophenotyping Flow Cytometry Antigens Artificial Intelligence Big Data Humans
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The Digital Transformation of Mental Health Care and Psychotherapy - A Market and Research Maturity Analysis.

Studies in health technology and informatics May 16, 2022
Digital technology trends for mental health, instantiated with only emerging use cases or already established applications, offer significant potential to improve clinical therapy and care. In this paper, we identify five major trends, mHealth/eHealt...
Big Data Mental Health Telemedicine Psychotherapy Artificial Intelligence
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[Research progress of micronucleus visualization analysis and artificial intelligence detection strategy].

Zhonghua yu fang yi xue za zhi [Chinese journal of preventive medicine] Mar 6, 2022
The micronucleomics test can comprehensively display a variety of harmful endpoints, such as DNA damage and repair, chromosome breakage or loss and cell growth inhibition, with fast, simple and economical feature. Micronucleomics is not only widely u...
Precision Medicine Artificial Intelligence Big Data Humans Machine Learning
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Zero Sales Resistance: The Dark Side of Big Data and Artificial Intelligence.

Cyberpsychology, behavior and social networking Mar 1, 2022
Big data (BD) is the hue and cry of modern science and society. The impact of such data deluge is huge and far reaching for both science and society. Moreover, given the effort required for collecting and analyzing these data, artificial intelligence...
Big Data Bayes Theorem Artificial Intelligence Humans
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Editorial Commentary: Big Data and Machine Learning in Medicine.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association Mar 1, 2022
Recent research using machine learning and data mining to determine predictors of prolonged opioid use after arthroscopic surgery showed that Artificial Neural Networks showed superior discrimination and calibration. Other machine learning algorithms...
Bayes Theorem Big Data Artificial Intelligence Machine Learning Neural Networks, Computer Humans
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