Zeljko Kraljevic

25 papers Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Design and implementation of a natural language processing system at the point of care: MiADE (medical information AI data extractor). BMC Medical Informatics Decis. Mak. Jennifer Jiang-Kells, James Brandreth, Leilei Zhu, Jack Ross, Yogini Jani, Enrico Costanza, Maisarah Amran, Zeljko Kraljevic, Xi Bai, M. M. N. S. Dilan, Jayathri Wijayarathne, Ravi Wickramaratne, Folkert W. Asselbergs, Richard J. B. Dobson, Wai Keong Wong, Anoop D. Shah
2025	J	`jnl`	The Psychogenic Machine: Simulating AI Psychosis, Delusion Reinforcement and Harm Enablement in Large Language Models. CoRR Joshua Au Yeung, Jacopo Dalmasso, Luca Foschini, Richard J. B. Dobson, Zeljko Kraljevic
2024	J	`jnl`	Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Position Paper. Nat. Lang. Process. J. Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic
2024	J	`jnl`	Large Language Models for Medical Forecasting - Foresight 2. CoRR Zeljko Kraljevic, Joshua Au Yeung, Daniel Bean, James T. Teo, Richard J. B. Dobson
2024	J	`jnl`	Natural language processing data services for healthcare providers. BMC Medical Informatics Decis. Mak. Joshua Au Yeung, Anthony Shek, Thomas Searle, Zeljko Kraljevic, Vlad Dinu, Mart Ratas, Mohammad Al-Agil, Aleksandra Foy, Barbara Rafferty, Vitaliy Oliynyk, James T. Teo
2024	J	`jnl`	Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies. IEEE J. Biomed. Health Informatics Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard J. B. Dobson, Vincenzo Moscato
2023	J	`jnl`	AI chatbots not yet ready for clinical use. Frontiers Digit. Health Joshua Au Yeung, Zeljko Kraljevic, Akish Luintel, Alfred Balston, Esther Idowu, Richard J. B. Dobson, James T. Teo
2023	J	`jnl`	Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey. CoRR Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic
2023	—	`conf`	Validating Transformers for Redaction of Text from Electronic Health Records in Real-World Healthcare. ICHI 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
2023	J	`jnl`	Validating transformers for redaction of text from electronic health records in real-world healthcare. CoRR 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
2022	J	`jnl`	A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. IEEE J. Biomed. Health Informatics 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
2022	—	`conf`	CogStack Cohort at TREC 2022 Clinical Trials Track. TREC Jack Wu, Zeljko Kraljevic, Thomas Searle, Daniel Bean, Richard J. B. Dobson
2022	J	`jnl`	Foresight - Deep Generative Modelling of Patient Timelines using Electronic Health Records. CoRR 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
2021	J	`jnl`	MedGPT: Medical Concept Prediction from Clinical Narratives. CoRR Zeljko Kraljevic, Anthony Shek, Daniel Bean, Rebecca Bendayan, James T. Teo, Richard J. B. Dobson
2021	J	`jnl`	Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit. Artif. Intell. Medicine 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
2021	—	`conf`	Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis. SustaiNLP@EMNLP Lovre Torbarina, Velimir Mihelcic, Bruno Sarlija, Lukasz Roguski, Zeljko Kraljevic
2020	J	`jnl`	A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data. CoRR Zina M. Ibrahim, Daniel Bean, Thomas Searle, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson
2020	—	`conf`	Comparative Analysis of Text Classification Approaches in Electronic Health Records. BioNLP Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
2020	J	`jnl`	Comparative Analysis of Text Classification Approaches in Electronic Health Records. CoRR Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
2020	J	`jnl`	Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR. CoRR 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
2020	J	`jnl`	Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit. CoRR 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
2019	J	`jnl`	MedCAT - Medical Concept Annotation Tool. CoRR Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard J. B. Dobson
2019	—	`conf`	MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation. EMNLP/IJCNLP (3) Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard J. B. Dobson
2019	J	`jnl`	MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation. CoRR Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard J. B. Dobson
2016	—	`conf`	Représentation temporelle des mots : application au clustering de micro-blogs. CORIA-CIFED Zeljko Kraljevic, Nicolas Baskiotis, Benjamin Piwowarski, Patrick Gallinari