Papers Medical Code Prediction
“Medical Code Prediction” 태그가 달린 논문 27편 · 필터 해제
An Explainable CNN Approach for Medical Codes Prediction from Clinical Text
Method: We develop CNN-based methods for automatic ICD coding based on clinical text from intensive care unit (ICU) stays. We come up with the Shallow and Wide Attention convolutional Mechanism (SWAM), which allows our m…
AttributeDocument ClassificationMedical Code PredictionMedical Codes PredictionExplainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation
Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disease-related information about patients. Such coding is usually done manually in hospitals but could potentially be automated to impr…
DiagnosticMedical Code PredictionMulti-Label Text ClassificationA Label Attention Model for ICD Coding from Clinical Text
ICD coding is a process of assigning the International Classification of Disease diagnosis codes to clinical/medical notes documented by health professionals (e.g. clinicians). This process requires significant human res…
Medical Code PredictionICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network
Automated ICD coding, which assigns the International Classification of Disease codes to patient visits, has attracted much research attention since it can save time and labor for billing. The previous state-of-the-art m…
Medical Code PredictionMedical code prediction with multi-view convolution and description-regularized label-dependent attention
A ubiquitous task in processing electronic medical data is the assignment of standardized codes representing diagnoses and/or procedures to free-text documents such as medical reports. This is a difficult natural languag…
Medical Code PredictionExplainable Prediction of Medical Codes from Clinical Text
Clinical notes are text documents that are created by clinicians for each patient encounter. They are typically accompanied by medical codes, which describe the diagnosis and treatment. Annotating these codes is labor in…
Medical Code PredictionPredictionMIMIC-III, a freely accessible critical care database
MIMIC-III (‘Medical Information Mart for Intensive Care’) is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital. Data includes vi…
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