Natural Language Processing in Dutch Free Text Radiology Reports: Challenges in a Small Language Area Staging Pulmonary Oncology
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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
{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 …
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 …
Group Twente) are doing research on innovations in radiology using AI. For a large part, this …