Towards systematic monolingual NLP surveys: GenA of Greek NLP
J Bakagianni, K Pouli, M Gavriilidou… - ar** in radiology
Abstract Background and Objective: Despite significant investments in the normalization and
the standardization of Electronic Health Records (EHRs), free text is still the rule rather than …
the standardization of Electronic Health Records (EHRs), free text is still the rule rather than …
Revisiting Clinical Outcome Prediction for MIMIC-IV
T Röhr, A Figueroa, JM Papaioannou… - Proceedings of the …, 2024 - aclanthology.org
Abstract Clinical Decision Support Systems assist medical professionals in providing optimal
care for patients. A prominent data source used for creating tasks for such systems is the …
care for patients. A prominent data source used for creating tasks for such systems is the …
[PDF][PDF] Fusion@ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text.
S Vassileva, G Grazhdanski, S Boytcheva… - CLEF (Working …, 2023 - ceur-ws.org
The paper presents an approach for solving subtasks 1 and 2 from the MedProcNER shared
task, part of the BioASQ challenge-detecting and linking procedures in Spanish medical …
task, part of the BioASQ challenge-detecting and linking procedures in Spanish medical …
Exploration and adaptation of large language models for specialized domains
B van Aken - 2023 - repo.uni-hannover.de
Large language models have transformed the field of natural language processing (NLP).
Their improved performance on various NLP benchmarks makes them a promising tool …
Their improved performance on various NLP benchmarks makes them a promising tool …
Boosting Long-Tail Data Classification with Sparse Prototypical Networks
A Figueroa, JM Papaioannou, C Fallon… - … Conference on Machine …, 2024 - Springer
Abstract Clinical Decision Support Systems (CDSS) have become ubiquitous in healthcare
facilities, leveraging the increasing presence of Electronic Health Records (EHR). Predicting …
facilities, leveraging the increasing presence of Electronic Health Records (EHR). Predicting …
Data Drift in Clinical Outcome Prediction from Admission Notes
P Grundmann, JM Papaioannou… - Proceedings of the …, 2024 - aclanthology.org
Clinical NLP research faces a scarcity of publicly available datasets due to privacy concerns.
MIMIC-III marked a significant milestone, enabling substantial progress, and now, with …
MIMIC-III marked a significant milestone, enabling substantial progress, and now, with …