AIMC Topic: Pattern Recognition, Automated
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Automated Classification of Pathology Reports.
Studies in health technology and informatics
Jan 1, 2015
This work develops an automated classifier of pathology reports which infers the topography and the morphology classes of a tumor using codes from the International Classification of Diseases for Oncology (ICD-O). Data from 94,980 patients of the A.C...
Translating ICD-11 into French using lexical-based approach: a preliminary study.
Studies in health technology and informatics
Jan 1, 2015
To translate the 11th edition of the International Classification of Diseases (ICD-11) into French, we proposed a lexical approach using Natural Language Processing techniques. This method relies on the 56 biomedical terminologies and ontologies incl...
A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing.
Studies in health technology and informatics
Jan 1, 2015
In clinical NLP, one major barrier to adopting crowdsourcing for NLP annotation is the issue of confidentiality for protected health information (PHI) in clinical narratives. In this paper, we investigated the use of a frequency-based approach to ext...
Proposal of Local Automatic Weighing Attribute in CBIR.
Studies in health technology and informatics
Jan 1, 2015
Lung cancer is the most common malignant lesion and the principal cause of cancer-related death worldwide. This problem encourages researchers to build computer-aided solutions to help diagnose lung cancer. Content-based image retrieval (CBIR) system...
Fingerprinting Biomedical Terminologies--Automatic Classification and Visualization of Biomedical Vocabularies through UMLS Semantic Group Profiles.
Studies in health technology and informatics
Jan 1, 2015
OBJECTIVES: To explore automatic methods for the classification of biomedical vocabularies based on their content.
Thermal Signal Analysis for Breast Cancer Risk Verification.
Studies in health technology and informatics
Jan 1, 2015
Breast cancer is the second most common cancer in the world. Currently, there are no effective methods to prevent this disease. However, early diagnosis increases chances of remission. Breast thermography is an option to be considered in screening st...
On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms.
Studies in health technology and informatics
Jan 1, 2015
The quantification of fat depots on the surroundings of the heart is an accurate procedure for evaluating health risk factors correlated with several diseases. However, this type of evaluation is not widely employed in clinical practice due to the re...
Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach.
Studies in health technology and informatics
Jan 1, 2015
Perioperative bleeding (PB) is associated with increased patient morbidity and mortality, and results in substantial health care resource utilization. To assess bleeding risk, a routine practice in most centers is to use indicators such as elevated v...
A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition.
Studies in health technology and informatics
Jan 1, 2015
Advanced techniques in machine learning combined with scalable "cloud" computing infrastructure are driving the creation of new and innovative health diagnostic applications. We describe a service and application for performing image training and rec...
Using EHRs and Machine Learning for Heart Failure Survival Analysis.
Studies in health technology and informatics
Jan 1, 2015
"Heart failure (HF) is a frequent health problem with high morbidity and mortality, increasing prevalence and escalating healthcare costs" [1]. By calculating a HF survival risk score based on patient-specific characteristics from Electronic Health R...
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