Aron Henriksson

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 29

Top Topics

Named Entity Recognition

Event Detection

Requirements Elicitation

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification. ACL (Findings) (2024)
Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
Evaluating the Reliability of Self-Explanations in Large Language Models. CoRR (2024)
Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification. CoRR (2024)
Xiu Li, Aron Henriksson, Martin Duneld, Jalal Nouri, Yongchao Wu
Evaluating Embeddings from Pre-Trained Language Models and Knowledge Graphs for Educational Content Recommendation. Future Internet 16 (1) (2024)
Xiu Li, Aron Henriksson, Martin Duneld, Jalal Nouri, Yongchao Wu
Supporting Teaching-to-the-Curriculum by Linking Diagnostic Tests to Curriculum Goals: Using Textbook Content as Context for Retrieval-Augmented Generation with Large Language Models. AIED (1) (2024)
Yongchao Wu, Aron Henriksson, Martin Duneld, Jalal Nouri
Towards Improving the Reliability and Transparency of ChatGPT for Educational Question Answering. EC-TEL (2023)
Xiu Li, Aron Henriksson, Jalal Nouri, Martin Duneld, Yongchao Wu
Linking Swedish Learning Materials to Exercises through an AI-Enhanced Recommender System. MIS4TEL (2023)
Aron Henriksson, Yash Pawar, Pontus Hedberg, Pontus Nauclér
Multimodal fine-tuning of clinical language models for predicting COVID-19 outcomes. Artif. Intell. Medicine 146 (2023)
Xiu Li, Jalal Nouri, Aron Henriksson, Martin Duneld, Yongchao Wu
Automatic Educational Concept Extraction Using NLP. MIS4TEL (2022)
Yongchao Wu, Aron Henriksson, Jalal Nouri, Martin Duneld, Xiu Li
Retrieving Key Topical Sentences with Topic-Aware BERT When Conducting Automated Essay Scoring. MIS4TEL (2022)
Aron Henriksson, Jelena Zdravkovic
Holistic data-driven requirements elicitation in the big data era. Softw. Syst. Model. 21 (4) (2022)
Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
Evaluating Pretraining Strategies for Clinical BERT Models. LREC (2022)
Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models. HEALTHINF (2022)
Thomas Vakili, Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data. LREC (2022)
Anastasios Lamproudis, Aron Henriksson, John Karlsson Valik, Pontus Naucler
Improving the Timeliness of Early Prediction Models for Sepsis through Utility Optimization. ICTAI (2022)
Anastasios Lamproudis, Aron Henriksson
On the Impact of the Vocabulary for Domain-Adaptive Pretraining of Clinical Language Models. BIOSTEC (Selected Papers) (2022)
Yash Pawar, Aron Henriksson, Pontus Hedberg, Pontus Naucler
Leveraging Clinical BERT in Multimodal Mortality Prediction Models for COVID-19. CBMS (2022)
Mahbub Ul Alam, Aron Henriksson, Hideyuki Tanushi, Emil Thiman, Pontus Naucler, Hercules Dalianis
Terminology Expansion with Prototype Embeddings: Extracting Symptoms of Urinary Tract Infection from Clinical Text. HEALTHINF (2021)
Hanna Berg, Aron Henriksson, Uno Fors, Hercules Dalianis
De-identification of Clinical Text for Secondary Use: Research Issues. HEALTHINF (2021)
Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data. RANLP (2021)
Xavier Franch, Aron Henriksson, Jolita Ralyté, Jelena Zdravkovic
Data-Driven Agile Requirements Elicitation through the Lenses of Situational Method Engineering. RE (2021)
Sachiko Lim, Aron Henriksson, Jelena Zdravkovic
Data-Driven Requirements Elicitation: A Systematic Literature Review. SN Comput. Sci. 2 (1) (2021)
Hanna Berg, Aron Henriksson, Hercules Dalianis
The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text. LOUHI@EMNLP (2020)
Mahbub Ul Alam, Aron Henriksson, John Karlsson Valik, Logan Morgan Ward, Pontus Naucler, Hercules Dalianis
Deep Learning from Heterogeneous Sequences of Sparse Medical Data for Early Prediction of Sepsis. HEALTHINF (2020)
Aron Henriksson, Jelena Zdravkovic
A Data-Driven Framework for Automated Requirements Elicitation from Heterogeneous Digital Sources. PoEM (2020)
Aron Henriksson, Maria Kvist, Hercules Dalianis
Detecting Protected Health Information in Heterogeneous Clinical Notes. MedInfo (2017)
Aron Henriksson, Jing Zhao, Hercules Dalianis, Henrik Boström
Ensembles of randomized trees using diverse distributed representations of clinical events. BMC Medical Informatics Decis. Mak. 16 (S-2) (2016)
Jing Zhao, Aron Henriksson
Learning temporal weights of clinical events using variable importance. BMC Medical Informatics Decis. Mak. 16 (S-2) (2016)
Magnus Ahltorp, Maria Skeppstedt, Shiho Kitajima, Aron Henriksson, Rafal Rzepka, Kenji Araki
Expansion of medical vocabularies using distributional semantics on Japanese patient blogs. J. Biomed. Semant. 7 (2016)
Aron Henriksson
Representing Clinical Notes for Adverse Drug Event Detection. Louhi@EMNLP (2015)
Sumithra Velupillai, Martin Duneld, Aron Henriksson, Maria Kvist, Maria Skeppstedt, Hercules Dalianis
Louhi 2014: Special issue on health text mining and information analysis. BMC Medical Informatics Decis. Mak. 15 (S-2) (2015)
Aron Henriksson, Jing Zhao, Henrik Boström, Hercules Dalianis
Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection. DSAA (2015)
Hercules Dalianis, Aron Henriksson, Maria Kvist, Sumithra Velupillai, Rebecka Weegar
HEALTH BANK - A Workbench for Data Science Applications in Healthcare. CAiSE Industry Track (2015)
Jing Zhao, Aron Henriksson, Lars Asker, Henrik Boström
Predictive modeling of structured electronic health records for adverse drug event detection. BMC Medical Informatics Decis. Mak. (4) (2015)
Jing Zhao, Aron Henriksson, Maria Kvist, Lars Asker, Henrik Boström
Handling Temporality of Clinical Events for Drug Safety Surveillance. AMIA (2015)
Aron Henriksson, Maria Kvist, Hercules Dalianis, Martin Duneld
Identifying adverse drug event information in clinical notes with distributional semantic representations of context. J. Biomed. Informatics 57 (2015)
Aron Henriksson
Learning multiple distributed prototypes of semantic categories for named entity recognition. Int. J. Data Min. Bioinform. 13 (4) (2015)
Alyaa Alfalahi, Maria Skeppstedt, Rickard Ahlbom, Roza Baskalayci, Aron Henriksson, Lars Asker, Carita Paradis, Andreas Kerren
Expanding a dictionary of marker words for uncertainty and negation using distributional semantics. Louhi@EMNLP (2015)
Aron Henriksson, Jing Zhao, Henrik Boström, Hercules Dalianis
Modeling electronic health records in ensembles of semantic spaces for adverse drug event detection. BIBM (2015)
Jing Zhao, Aron Henriksson, Henrik Boström
Cascading adverse drug event detection in electronic health records. DSAA (2015)
Lisa Tengstrand, Beáta Megyesi, Aron Henriksson, Martin Duneld, Maria Kvist
EACL - Expansion of Abbreviations in CLinical text. PITR@EACL (2014)
Jing Zhao, Aron Henriksson, Lars Asker, Henrik Boström
Detecting adverse drug events with multiple representations of clinical measurements. BIBM (2014)
Aron Henriksson, Hans Moen, Maria Skeppstedt, Vidas Daudaravicius, Martin Duneld
Synonym extraction and abbreviation expansion with ensembles of semantic spaces. J. Biomed. Semant. 5 (2014)
Jing Zhao, Aron Henriksson, Henrik Boström
Detecting Adverse Drug Events Using Concept Hierarchies of Clinical Codes. ICHI (2014)
Aron Henriksson, Hercules Dalianis, Stewart Kowalski
Generating features for named entity recognition by learning prototypes in semantic space: The case of de-identifying health records. BIBM (2014)
Aron Henriksson, Maria Skeppstedt, Maria Kvist, Martin Duneld, Mike Conway
Corpus-Driven Terminology Development: Populating Swedish SNOMED CT with Synonyms Extracted from Electronic Health Records. BioNLP@ACL (2013)
Aron Henriksson, Mike Conway, Martin Duneld, Wendy Webber Chapman
Identifying Synonymy between SNOMED Clinical Terms of Varying Length Using Distributional Analysis of Electronic Health Records. AMIA (2013)
Martin Duneld, Aron Henriksson, Sumithra Velupillai
Something Old, Something New - Applying a Pre-trained Parsing Model to Clinical Swedish. NODALIDA (2011)
Aron Henriksson, Martin Hassel, Maria Kvist
Diagnosis Code Assignment Support Using Random Indexing of Patient Records - A Qualitative Feasibility Study. AIME (2011)
Aron Henriksson, Sumithra Velupillai
Levels of certainty in knowledge-intensive corpora: an initial annotation study. NeSp-NLP@ACL (2010)