AIMC Topic: PubMed

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Artificial intelligence in forensic medicine and forensic dentistry.

The Journal of forensic odonto-stomatology Aug 27, 2023
This review article aims to highlight the current possibilities for applying Artificial Intelligence in modern forensic medicine and forensic dentistry and present the advantages and disadvantages of its use. For this purpose, the relevant academic l...
Humans Artificial Intelligence Forensic Medicine Forensic Dentistry PubMed Privacy
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Robotic Surgery in Urology: History from PROBOT to HUGO.

Sensors (Basel, Switzerland) Aug 11, 2023
The advent of robotic surgical systems had a significant impact on every surgical area, especially urology, gynecology, and general and cardiac surgery. The aim of this article is to delineate robotic surgery, particularly focusing on its historical ...
Humans Urology Robotics Robotic Surgical Procedures Diffusion PubMed
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Associating biological context with protein-protein interactions through text mining at PubMed scale.

Journal of biomedical informatics Aug 10, 2023
Inferring knowledge from known relationships between drugs, proteins, genes, and diseases has great potential for clinical impact, such as predicting which existing drugs could be repurposed to treat rare diseases. Incorporating key biological contex...
Humans Data Mining Rare Diseases PubMed Knowledge Bases
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Few-shot learning for medical text: A review of advances, trends, and opportunities.

Journal of biomedical informatics Jul 23, 2023
BACKGROUND: Few-shot learning (FSL) is a class of machine learning methods that require small numbers of labeled instances for training. With many medical topics having limited annotated text-based data in practical settings, FSL-based natural langua...
PubMed MEDLINE Natural Language Processing Publications Machine Learning
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Diagnostic Test Accuracy of Deep Learning Prediction Models on COVID-19 Severity: Systematic Review and Meta-Analysis.

Journal of medical Internet research Jul 21, 2023
BACKGROUND: Deep learning (DL) prediction models hold great promise in the triage of COVID-19.
Deep Learning PubMed Retrospective Studies COVID-19 Testing Diagnostic Tests, Routine Humans COVID-19
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Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review.

International journal of medical informatics Jun 5, 2023
BACKGROUND: Natural Language Processing (NLP) applications have developed over the past years in various fields including its application to clinical free text for named entity recognition and relation extraction. However, there has been rapid develo...
Language Natural Language Processing PubMed Information Storage and Retrieval Humans Machine Learning
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A Systematic Survey of Data Augmentation of ECG Signals for AI Applications.

Sensors (Basel, Switzerland) May 31, 2023
AI techniques have recently been put under the spotlight for analyzing electrocardiograms (ECGs). However, the performance of AI-based models relies on the accumulation of large-scale labeled datasets, which is challenging. To increase the performanc...
Electrocardiography Artificial Intelligence Databases, Factual PubMed
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Multiple sampling schemes and deep learning improve active learning performance in drug-drug interaction information retrieval analysis from the literature.

Journal of biomedical semantics May 30, 2023
BACKGROUND: Drug-drug interaction (DDI) information retrieval (IR) is an important natural language process (NLP) task from the PubMed literature. For the first time, active learning (AL) is studied in DDI IR analysis. DDI IR analysis from PubMed abs...
Information Storage and Retrieval Drug Interactions PubMed Algorithms Deep Learning
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Artificial intelligence predicts lung cancer radiotherapy response: A meta-analysis.

Artificial intelligence in medicine May 20, 2023
BACKGROUND: Artificial intelligence (AI) technology has clustered patients based on clinical features into sub-clusters to stratify high-risk and low-risk groups to predict outcomes in lung cancer after radiotherapy and has gained much more attention...
Artificial Intelligence Humans PubMed Prospective Studies Databases, Factual Lung Neoplasms
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Deep learning to refine the identification of high-quality clinical research articles from the biomedical literature: Performance evaluation.

Journal of biomedical informatics May 8, 2023
BACKGROUND: Identifying practice-ready evidence-based journal articles in medicine is a challenge due to the sheer volume of biomedical research publications. Newer approaches to support evidence discovery apply deep learning techniques to improve th...
Biomedical Research Deep Learning Natural Language Processing PubMed Humans Clinical Relevance Language
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