| openaire: EC/H2020/101016775/EU//INTERVENE Funding Information: Acknowledgments. This work was supported by the Academy of Finland (grant 336033) and EU H2020 (grant 101016775). We acknowledge the computational resources provided by the Aalto Science-IT project. The authors wish to acknowledge CSC - IT Center for Science, Finland, for computational resources. Publisher Copyright: © 2021, The Author(s).Medical coding translates professionally written medical reports into standardized codes, which is an essential part of medical information systems and health insurance reimbursement. Manual coding by trained human coders is time-consuming and error-prone. Thus, automated coding algorithms have been developed, building especially on the rece...
International Classification of Disease (ICD) coding plays a significant role in classify-ing morbid...
Reimbursement in medical care implies significant administrative effort for medical staff. To bill t...
The encoding of Electronic Medical Records is a complex and time-consuming task. We report on a mach...
| openaire: EC/H2020/101016775/EU//INTERVENEHuman coders assign standardized medical codes to clinic...
The emergence of deep learning algorithms in natural language processing has boosted the development...
Medical coding is the process that converts clinical documentation into standard medical codes. Code...
BackgroundMedical coding is the process that converts clinical documentation into standard medical c...
Medical code assignment from clinical text is a fundamental task in clinical information system mana...
Automated medical coding, an essential task for healthcare operation and delivery, makes unstructure...
Abstract Background Clinical notes record the health status, clinical manifestations and other detai...
| openaire: EC/H2020/101016775/EU//INTERVENEUnsupervised pretraining is an integral part of many nat...
Coding Electronic Medical Records (EMRs) with diagnosis and procedure codes is an essential task for...
Background Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disea...
This study presents a multimodal machine learning model to predict ICD-10 diagnostic codes. We devel...
Medical code assignment from clinical text is a fundamental task in clinical information system mana...
International Classification of Disease (ICD) coding plays a significant role in classify-ing morbid...
Reimbursement in medical care implies significant administrative effort for medical staff. To bill t...
The encoding of Electronic Medical Records is a complex and time-consuming task. We report on a mach...
| openaire: EC/H2020/101016775/EU//INTERVENEHuman coders assign standardized medical codes to clinic...
The emergence of deep learning algorithms in natural language processing has boosted the development...
Medical coding is the process that converts clinical documentation into standard medical codes. Code...
BackgroundMedical coding is the process that converts clinical documentation into standard medical c...
Medical code assignment from clinical text is a fundamental task in clinical information system mana...
Automated medical coding, an essential task for healthcare operation and delivery, makes unstructure...
Abstract Background Clinical notes record the health status, clinical manifestations and other detai...
| openaire: EC/H2020/101016775/EU//INTERVENEUnsupervised pretraining is an integral part of many nat...
Coding Electronic Medical Records (EMRs) with diagnosis and procedure codes is an essential task for...
Background Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disea...
This study presents a multimodal machine learning model to predict ICD-10 diagnostic codes. We devel...
Medical code assignment from clinical text is a fundamental task in clinical information system mana...
International Classification of Disease (ICD) coding plays a significant role in classify-ing morbid...
Reimbursement in medical care implies significant administrative effort for medical staff. To bill t...
The encoding of Electronic Medical Records is a complex and time-consuming task. We report on a mach...