Natural Language Processing in Dutch Free Text Radiology Reports: Challenges in a Small Language Area Staging Pulmonary Oncology

JM Nobel, S Puts, FCH Bakers, SGF Robben… - Journal of digital …, 2020 - Springer
Reports are the standard way of communication between the radiologist and the referring
clinician. Efforts are made to improve this communication by, for instance, introducing …

Post-structuring radiology reports of breast cancer patients for clinical quality assurance

S Pathak, J van Rossen, O Vijlbrief… - … ACM transactions on …, 2019 - ieeexplore.ieee.org
Hospitals often set protocols based on well defined standards to maintain the quality of
patient reports. To ensure that the clinicians conform to the protocols, quality assurance of …

A hybrid text classification and language generation model for automated summarization of dutch breast cancer radiology reports

E Nguyen, D Theodorakopoulos… - 2020 IEEE second …, 2020 - ieeexplore.ieee.org
Breast cancer diagnosis is based on radiology reports describing observations made from
medical imagery, such as X-rays obtained during mammography. The reports are written by …

Effectiveness of neural language models for word prediction of textual mammography reports

MD Marin, E Mocanu, C Seifert - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Radiologists are required to write free paper text reports for breast screenings in order to
assign cancer diagnoses in a later step. The current procedure requires considerable time …

[PDF][PDF] Application and Assessment of Prediction Models using Deep Learning on Dutch Unstructured Clinical Text

G de Haan - 2022 - staff.fnwi.uva.nl
Prediction models trained on electronic health records are gaining popularity, they enable
the development of personalized treatments and risk factors for clinical decision making. The …

Effectiveness of neural language models for word prediction of textual mammography reports

MD Marin - 2019 - essay.utwente.nl
Radiologists are required to write free paper paper text reports for breast screenings in order
to assign cancer diagnoses in a later step. The current procedure requires a lot of time and …

Automatic Registration of Clinical Auditsfor Head and Neck Oncology at MST

W Kortstra - 2020 - essay.utwente.nl
Clinical audits are used to analyze the quality of health care and improve treatment.\ac
{DHNA} is an audit form that contains around 180 items. The registration form is currently …

[PDF][PDF] Design Report

J van Assen, P Beune, B Kool, T Postmus… - 2021 - bachelorshowcase-eemcs.apps …
Abstract At the Ziekenhuis Groep Twente (ZGT) hospital, radiologists currently make reports
of their diagnoses using natural language. The report is spoken into a microphone and then …

[PDF][PDF] Design Report Annotation Tool for NLP

C Tziampazis, M Marin, I Linardos, M van Keulen… - 2019 - researchgate.net
The radiologists of MRON in collaboration with ZGT (ZiekenhuisGroep Twente/Hospital
Group Twente) are doing research on innovations in radiology using AI. For a large part, this …