AIMC Topic: Medical Records

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Machine Learning Can Unlock Insights Into Mortality.

American journal of public health Jul 1, 2021
Humans Machine Learning Algorithms Mortality Decision Making, Computer-Assisted Insurance Claim Review United States Public Health Surveillance Medical Records
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Does BERT need domain adaptation for clinical negation detection?

Journal of the American Medical Informatics Association : JAMIA Apr 1, 2020
INTRODUCTION: Classifying whether concepts in an unstructured clinical text are negated is an important unsolved task. New domain adaptation and transfer learning methods can potentially address this issue.
Information Storage and Retrieval Medical Records Neural Networks, Computer Machine Learning Algorithms Natural Language Processing Datasets as Topic Humans
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On stethoscopes, patient records, artificial intelligence, and zettabytes: A glimpse into the future of digital medicine in Mexico.

Archivos de cardiologia de Mexico Jan 1, 2020
Science and technology are modifying medicine at a dizzying pace. Although access in our country to the benefits of innovations in the area of devices, data storage and artificial intelligence are still very restricted, the advance of digital medicin...
Medical Records Stethoscopes Artificial Intelligence Delivery of Health Care Public Health Mexico Digital Technology Humans
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Identifying main finding sentences in clinical case reports.

Database : the journal of biological databases and curation Jan 1, 2020
Clinical case reports are the 'eyewitness reports' of medicine and provide a valuable, unique, albeit noisy and underutilized type of evidence. Generally, a case report has a single main finding that represents the reason for writing up the report in...
Humans Machine Learning Software Natural Language Processing Data Mining Medical Records
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Advancing the state of the art in automatic extraction of adverse drug events from narratives.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
Humans Electronic Health Records Narration Information Storage and Retrieval Medical Records Natural Language Processing Drug-Related Side Effects and Adverse Reactions
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Traditional Chinese medicine clinical records classification with BERT and domain specific corpora.

Journal of the American Medical Informatics Association : JAMIA Dec 1, 2019
Traditional Chinese Medicine (TCM) has been developed for several thousand years and plays a significant role in health care for Chinese people. This paper studies the problem of classifying TCM clinical records into 5 main disease categories in TCM....
Deep Learning Medicine, Chinese Traditional Natural Language Processing Benchmarking Datasets as Topic Medical Records
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Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions.

Journal of the American Medical Informatics Association : JAMIA Dec 1, 2019
OBJECTIVE: Amid electronic health records, laboratory tests, and other technology, office-based patient and provider communication is still the heart of primary medical care. Patients typically present multiple complaints, requiring physicians to dec...
Medical Records Tape Recording Office Visits Datasets as Topic Aged Communication Middle Aged Primary Health Care Humans Natural Language Processing Neural Networks, Computer Physician-Patient Relations Machine Learning
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[Automatic keyword retrieval from clinical texts: an application of natural language processing to massive data of Chilean suspected diagnosis].

Revista medica de Chile Oct 1, 2019
BACKGROUND: Free-text imposes a challenge in health data analysis since the lack of structure makes the extraction and integration of information difficult, particularly in the case of massive data. An appropriate machine-interpretation of electronic...
Diagnostic Techniques and Procedures Electronic Data Processing Medical Records Medical Informatics Computing Referral and Consultation Information Storage and Retrieval Humans Natural Language Processing Chile Data Mining Medicine Reproducibility of Results Time Factors
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[Healthcare data and artificial intelligence: a geostrategic vision].

Soins; la revue de reference infirmiere Sep 1, 2019
The rapid deployment of artificial intelligence (AI) and automation in healthcare is highlighting the importance of health data-driven management as a geostrategic lever. From this point of view, the progress made by the United States and China requi...
Medical Records China Government Regulation Humans United States Artificial Intelligence Europe
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Taylor and Gradient Descent-Based Actor Critic Neural Network for the Classification of Privacy Preserved Medical Data.

Big data Sep 1, 2019
Classification of the privacy preserved medical data is the domain of the researchers as it stirs the importance behind hiding the sensitive data from the third-party authenticator. Ensuring the privacy of the medical records and using the disease pr...
Medical Records Cloud Computing Humans Privacy Neural Networks, Computer Computer Security Algorithms
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