Kraljevic, Zeljko

1. Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit
   2020/10/02 by Kraljevic, Zeljko, Searle, Thomas, Shek, Anthony +15 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. The Psychogenic Machine: Simulating AI Psychosis, Delusion Reinforcement and Harm Enablement in Large Language Models
   2025/09/13 by Joshua Au Yeung, Yeung, Joshua Au, Jacopo Dalmasso +9 · 3 voices · 1 citation
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Ethics and Social Impacts of AI #Topic Modeling #cs.AI #cs.LG
3. MedGPT: Medical Concept Prediction from Clinical Narratives
   2021/07/07 by Kraljevic, Zeljko, Shek, Anthony, Bean, Daniel +3 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Comparative Analysis of Text Classification Approaches in Electronic\n Health Records
   2020/05/08 by Aurelie Mascio, Željko Kraljević, Mascio, Aurelie +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
5. A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data
   2020/11/18 by Ibrahim, Zina M, Bean, Daniel, Searle, Thomas +7 · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs
   2022/12/13 by Željko Kraljević, Kraljevic, Zeljko, Daniel Bean +20 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
7. Validating transformers for redaction of text from electronic health records in real-world healthcare
   2023/10/05 by Željko Kraljević, Kraljevic, Zeljko, Anthony Shek +19 · 1 citation
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electronic Health Records Systems #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
8. Large Language Models for Medical Forecasting -- Foresight 2
   2024/12/14 by Željko Kraljević, Kraljevic, Zeljko, Joshua Au Yeung +7 · 1 citation
   Computer Science · #Machine Learning in Healthcare