Zeljko Kraljevic

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Natural Language Processing

Clinical Trials

Electronic Health Records

Predicting Future

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Publications

Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard J. B. Dobson, Vincenzo Moscato
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Position Paper. Nat. Lang. Process. J. 7 (2024)
Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey. CoRR (2023)
Zeljko Kraljevic, Anthony Shek, Joshua Au Yeung, Ewart Jonathan Sheldon, Mohammad Al-Agil, Haris Shuaib, Xi Bai, Kawsar Noor, Anoop D. Shah, Richard J. B. Dobson, James T. Teo
Validating transformers for redaction of text from electronic health records in real-world healthcare. CoRR (2023)
Zeljko Kraljevic, Anthony Shek, Joshua Au Yeung, Ewart Jonathan Sheldon, Haris Shuaib, Mohammad Al-Agil, Xi Bai, Kawsar Noor, Anoop D. Shah, Richard J. B. Dobson, James T. Teo
Validating Transformers for Redaction of Text from Electronic Health Records in Real-World Healthcare. ICHI (2023)
Joshua Au Yeung, Zeljko Kraljevic, Akish Luintel, Alfred Balston, Esther Idowu, Richard J. B. Dobson, James T. Teo
AI chatbots not yet ready for clinical use. Frontiers Digit. Health 5 (2023)
Zeljko Kraljevic, Daniel Bean, Anthony Shek, Rebecca Bendayan, Joshua Au Yeung, Alexander Deng, Alfie Baston, Jack Ross, Esther Idowu, James T. Teo, Richard J. B. Dobson
Foresight - Deep Generative Modelling of Patient Timelines using Electronic Health Records. CoRR (2022)
Jack Wu, Zeljko Kraljevic, Thomas Searle, Daniel Bean, Richard J. B. Dobson
CogStack Cohort at TREC 2022 Clinical Trials Track. TREC (2022)
Zina M. Ibrahim, Daniel Bean, Thomas Searle, Linglong Qian, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Lovre Torbarina, Velimir Mihelcic, Bruno Sarlija, Lukasz Roguski, Zeljko Kraljevic
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis. SustaiNLP@EMNLP (2021)
Zeljko Kraljevic, Anthony Shek, Daniel Bean, Rebecca Bendayan, James T. Teo, Richard J. B. Dobson
MedGPT: Medical Concept Prediction from Clinical Narratives. CoRR (2021)
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit. Artif. Intell. Medicine 117 (2021)
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
Comparative Analysis of Text Classification Approaches in Electronic Health Records. BioNLP (2020)
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
Comparative Analysis of Text Classification Approaches in Electronic Health Records. CoRR (2020)
Zina M. Ibrahim, Daniel Bean, Thomas Searle, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data. CoRR (2020)
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit. CoRR (2020)
Rebecca Bendayan, Honghan Wu, Zeljko Kraljevic, Robert Stewart, Tom Searle, Jaya Chaturvedi, Jayati Das-Munshi, Zina M. Ibrahim, Aurelie Mascio, Angus Roberts, Daniel Bean, Richard J. B. Dobson
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR. CoRR (2020)
Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard J. B. Dobson
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation. CoRR (2019)
Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard J. B. Dobson
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation. EMNLP/IJCNLP (3) (2019)
Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard J. B. Dobson
MedCAT - Medical Concept Annotation Tool. CoRR (2019)
Zeljko Kraljevic, Nicolas Baskiotis, Benjamin Piwowarski, Patrick Gallinari
Représentation temporelle des mots : application au clustering de micro-blogs. CORIA-CIFED (2016)