Hanna Suominen

Deborah Apthorp

Artif. Intell. Medicine, May, 2023

Neural Network-Based Financial Volatility Forecasting: A Systematic Review.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models.

[BibT_eX]

[DOI]

Andrea Papaluca

Daniel Krefl

Sergio Mendez Rodriguez

Artem Lenskiy

CoRR, 2023

Comparing Deep Learning Models for the Task of Volatility Prediction Using Multivariate Data.

[BibT_eX]

[DOI]

CoRR, 2023

Ensuring security of artificial pancreas device system using homomorphic encryption.

[BibT_eX]

[DOI]

Haotian Weng

Christopher J. Nolan

Artem Lenskiy

Biomed. Signal Process. Control., 2023

Augmenting Home Objects to Promote Physical Activity at Home.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Symposium on Spatial User Interaction, 2023

Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson's disease.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising.

[BibT_eX]

[DOI]

Brenda Wang

Elena Daskalaki

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Neural Networks in Forecasting Financial Volatility.

[BibT_eX]

[DOI]

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2022

A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

CILex: An Investigation of Context Information for Lexical Substitution Methods.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes.

[BibT_eX]

[DOI]

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

Automatic Gloss Dictionary for Sign Language Learners.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

Scoping natural language processing in Indonesian and Malay for education applications.

[BibT_eX]

[DOI]

Zara Maxwell-Smith

Michelle Kohler

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

2021

Enhancing Clinical Information Extraction with Transferred Contextual Embeddings.

[BibT_eX]

[DOI]

Zimin Wan

CoRR, 2021

Analyzing the Granularity and Cost of Annotation in Clinical Sequence Labeling.

[BibT_eX]

[DOI]

Haozhan Sun

CoRR, 2021

The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson's Disease.

[BibT_eX]

[DOI]

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Finger Tapping Measures for Parkinson's Disease: Preliminary Evaluation of an Android Application for Data Collection in Australia.

[BibT_eX]

[DOI]

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Comparison of Word and Character Level Information for Medical Term Identification Using Convolutional Neural Networks and Transformers.

[BibT_eX]

[DOI]

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

CLEF eHealth Evaluation Lab 2021.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2021

ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Plastic and Stable Gated Classifiers for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Overview of the CLEF eHealth Evaluation Lab 2021.

[BibT_eX]

[DOI]

Gabriela Nicole González Sáez

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Consumer Health Search at CLEF eHealth 2021.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network.

[BibT_eX]

[DOI]

Ran Cui

Christopher J. Nolan

Elena Daskalaki

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Which Features of Postural Sway are Effective in Distinguishing Parkinson's Disease Patients from Controls? An Experimental Investigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Learning to Continually Learn Rapidly from Few and Noisy Data.

[BibT_eX]

[DOI]

Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021

2020

MTL2L: A Context Aware Neural Optimiser.

[BibT_eX]

[DOI]

CoRR, 2020

TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An Input Residual Connection for Simplifying Gated Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Token-Wise CNN-Based Method for Sentence Compression.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

CLEF eHealth Evaluation Lab 2020.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2020

M<sup>2</sup>SGD: Learning to Learn Important Weights.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Overview of the CLEF eHealth Evaluation Lab 2020.

[BibT_eX]

[DOI]

Lorraine Goeuriot

Liadh Kelly

Antonio Miranda-Escalada

Martin Krallinger

Zhengyang Liu

Gabriella Pasi

Marco Viviani

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Overview of the CLEF eHealth 2020 Task 2: Consumer Health Search with Ad Hoc and Spoken Queries.

[BibT_eX]

[DOI]

Marco Viviani

Proceedings of the Working Notes of CLEF 2020, 2020

Applications of Natural Language Processing in Bilingual Language Teaching: An Indonesian-English Case Study.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2020

To compress or not to compress? A Finite-State approach to Nen verbal morphology.

[BibT_eX]

[DOI]

Saliha Muradoglu

Nicholas Evans

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

2019

Transfer Learning for Hate Speech Detection in Social Media.

[BibT_eX]

[DOI]

CoRR, 2019

Sway Risk Analysis Based on Age Group Classification.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Gait Estimation and Analysis from Noisy Observations.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

CLEF eHealth 2019 Evaluation Lab.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2019

Overview of the CLEF eHealth Evaluation Lab 2019.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

PostAc : A Visual Interactive Search, Exploration, and Analysis Platform for PhD Intensive Job Postings.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

The Scholarly Impact and Strategic Intent of CLEF eHealth Labs from 2012 to 2017.

[BibT_eX]

[DOI]

Liadh Kelly

Lorraine Goeuriot

Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2018

Private Text Classification.

[BibT_eX]

[DOI]

CoRR, 2018

EPUTION at SemEval-2018 Task 2: Emoji Prediction with User Adaption.

[BibT_eX]

[DOI]

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Overview of the CLEF eHealth Evaluation Lab 2018.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid.

[BibT_eX]

[DOI]

Dzikri Fudholi

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 2018

2017

Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Human Postural Sway Estimation from Noisy Observations.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

CLEF 2017 eHealth Evaluation Lab Overview.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

2016

Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies.

[BibT_eX]

[DOI]

CoRR, 2016

Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2016

Task 1 of the CLEF eHealth Evaluation Lab 2016: Handover Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2016, 2016

Overview of the CLEF eHealth Evaluation Lab 2016.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Pairwise FastText Classifier for Entity Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015

Automatic detection of patients with invasive fungal disease from free-text computed tomography (CT) scans.

[BibT_eX]

[DOI]

David Martínez

Michelle Ananda-Rajah

J. Biomed. Informatics, 2015

Capturing patient information at nursing shift changes: methodological evaluation of speech recognition and information extraction.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2015

Evaluating the state of the art in disorder recognition and normalization of the clinical narrative.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2015

Evaluation Data and Benchmarks for Cascaded Speech Recognition and Entity Extraction.

[BibT_eX]

[DOI]

Liyuan Zhou

Leif Hanlen

Proceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia, 2015

Task 1a of the CLEF eHealth Evaluation Lab 2015: Clinical Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2015, 2015

Overview of the CLEF eHealth Evaluation Lab 2015.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Information Extraction to Improve Standard Compliance - The Case of Clinical Handover.

[BibT_eX]

[DOI]

Liyuan Zhou

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014

A systematic review of speech recognition technology in health care.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2014

A usability framework for speech recognition technologies in clinical handover: A pre-implementation study.

[BibT_eX]

[DOI]

J. Medical Syst., 2014

Text mining and information analysis of health documents.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2014

Task 1 of the CLEF eHealth Evaluation Lab 2014.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Overview of the ShARe/CLEF eHealth Evaluation Lab 2014.

[BibT_eX]

[DOI]

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

Automated Categorisation of Patent Claims that Reference Human Genome Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2014 Australasian Document Computing Symposium, 2014

Segmentation of patent claims for improving their readability.

[BibT_eX]

[DOI]

Gabriela Ferraro

Jaume Nualart

Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations, 2014

2013

Creation of a New Evaluation Benchmark for Information Retrieval Targeting Patient Information Needs.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Evaluating Information Access, 2013

Overview of the ShARe/CLEF eHealth Evaluation Lab 2013.

[BibT_eX]

[DOI]

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Task 1: ShARe/CLEF eHealth Evaluation Lab 2013.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Task 2: ShARe/CLEF eHealth Evaluation Lab 2013.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Visual summarisation of text for surveillance and situational awareness in hospitals.

[BibT_eX]

[DOI]

Leif Hanlen

Proceedings of the Australasian Document Computing Symposium, 2013

Crisis management knowledge from social media.

[BibT_eX]

[DOI]

Karl Kreiner

Aapo Immonen

Proceedings of the Australasian Document Computing Symposium, 2013

Noise in Speech-to-Text Voice: Analysis of Errors and Feasibility of Phonetic Similarity for Their Correction.

[BibT_eX]

[DOI]

Gabriela Ferraro

Proceedings of the Australasian Language Technology Association Workshop, 2013

2012

Efficient cross-validation for kernelized least-squares regression with sparse basis expansions.

[BibT_eX]

[DOI]

Tapio Pahikkala

Jorma Boberg

Mach. Learn., 2012

Towards Ease of Building Legos in Assessing eHealth Language Technologies A RESTful Laboratory for Data and Software.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Clinical Speech to Text Evaluation Setting.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Towards International Privacy-preserving Benchmarks of eHealth Technologies.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

CLEFeHealth2012 - The CLEF 2012 Workshop on Cross-Language Evaluation of Methods, Applications, and Resources for eHealth Document Analysis.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Biosurveillance for Invasive Fungal Infections via Text Mining.

[BibT_eX]

[DOI]

David Martínez