AIMC Journal:
International journal of medical informatics

Showing 221 to 230 of 372 articles

Natural language processing: A window to understanding skincare trends.

International journal of medical informatics Jan 24, 2022
BACKGROUND: Reddit is a popular social media discussion forum. Reddit data can be analyzed with natural language processing techniques to gain insights into public health questions by tracking frequency of discussion on relevant topics over time and ...
Diet Social Media Natural Language Processing Humans
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Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models.

International journal of medical informatics Dec 31, 2021
Colorectal cancer is one of the leading causes of cancer-related death, worldwide. Early detection of suspicious tissues can significantly improve the survival rate. In this study, the performance of a wide variety of deep learning-based architecture...
Machine Learning Colorectal Neoplasms Humans Neural Networks, Computer Image Processing, Computer-Assisted
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Deep learning based cervical screening by the cross-modal integration of colposcopy, cytology, and HPV test.

International journal of medical informatics Dec 28, 2021
PURPOSE: To develop and evaluate the colposcopy based deep learning model using all kinds of cervical images for cervical screening, and investigate the synergetic benefits of the colposcopy, the cytology test, and the HPV test for improving cervical...
Pregnancy Female Sensitivity and Specificity Humans Cervix Uteri Early Detection of Cancer Uterine Cervical Dysplasia Colposcopy Papillomavirus Infections Mass Screening Uterine Cervical Neoplasms Deep Learning
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Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis.

International journal of medical informatics Nov 14, 2021
BACKGROUND: Applying machine learning to predicting oral cavity cancer prognosis is important in selecting candidates for aggressive treatment following diagnosis. However, models proposed so far have only considered cancer survival as discrete rathe...
Algorithms Prognosis Mouth Neoplasms Retrospective Studies Humans Machine Learning
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Using natural language processing to understand, facilitate and maintain continuity in patient experience across transitions of care.

International journal of medical informatics Nov 11, 2021
BACKGROUND: Patient centred care necessitates that healthcare experiences and perceived outcomes be considered across all transitions of care. Information encoded within free-text patient experience comments relating to transitions of care are not ca...
Patient-Centered Care Patient Outcome Assessment State Medicine Female Natural Language Processing Machine Learning Pregnancy Humans
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Automated interpretation and analysis of bronchoalveolar lavage fluid.

International journal of medical informatics Nov 5, 2021
BACKGROUND: The cytological analysis of bronchoalveolar lavage fluid (BALF) plays an essential role in the differential diagnosis of respiratory diseases. In recent years, deep learning has demonstrated excellent performance in image processing and o...
Image Processing, Computer-Assisted Diagnosis, Differential Neural Networks, Computer Algorithms Bronchoalveolar Lavage Fluid Humans
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Automation of penicillin adverse drug reaction categorisation and risk stratification with machine learning natural language processing.

International journal of medical informatics Oct 5, 2021
BACKGROUND: The penicillin adverse drug reaction (ADR) label is common in electronic health records (EHRs). However, there is significant misclassification between allergy and intolerance within the EHR and most patients can be delabelled after an im...
Electronic Health Records Risk Assessment Natural Language Processing Drug-Related Side Effects and Adverse Reactions Machine Learning Algorithms Humans Automation Penicillins
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Subcategorizing EHR diagnosis codes to improve clinical application of machine learning models.

International journal of medical informatics Sep 21, 2021
BACKGROUND: Electronic health record (EHR) data is commonly used for secondary purposes such as research and clinical decision support. However, reuse of EHR data presents several challenges including but not limited to identifying all diagnoses asso...
Information Storage and Retrieval Unified Medical Language System Humans Electronic Health Records Machine Learning Comorbidity
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Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning.

International journal of medical informatics Sep 17, 2021
BACKGROUND: This study aims to investigate how infectious keratitis depicted on slit-lamp and smartphone photographs can be reliably assessed using deep learning.
Smartphone Humans Keratitis Feasibility Studies Retrospective Studies Deep Learning
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Multi-Class brain normality and abnormality diagnosis using modified Faster R-CNN.

International journal of medical informatics Sep 16, 2021
BACKGROUND AND OBJECTIVE: The detection and analysis of brain disorders through medical imaging techniques are extremely important to get treatment on time and sustain a healthy lifestyle. Disorders cause permanent brain damage and alleviate the life...
Bayes Theorem Humans Brain Neural Networks, Computer Support Vector Machine Artificial Intelligence
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