Alejo Nevado‐Holgado
- Few-shot Learning for Named Entity Recognition in Medical Text
2018/11/13 by Maximilian Hofer, Hofer, Maximilian, Andrey Kormilitzin +7 · 6 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG #stat.ML
- Integrating the environmental and genetic architectures of aging and mortality
2025/02/19 by M. Austin Argentieri, Najaf Amin, Alejo Nevado‐Holgado +10 · 1 voice · 7 citations
Environmental Science · Medicine · #Birth, Development, and Health #Health, Environment, Cognitive Aging #Nutritional Studies and Diet
- Med7: a transferable clinical natural language processing model for electronic health records
2020/03/02 by Andrey Kormilitzin, Kormilitzin, Andrey, Nemanja Vaci +6 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.IR #cs.LG
- Rationale production to support clinical decision-making
2021/11/15 by Niall Taylor, Lei Sha, Taylor, Niall +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL
- Clinical Prompt Learning with Frozen Language Models
2022/05/11 by Niall Taylor, Yi Zhang, Taylor, Niall +7 · 1 citation
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
- Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks
2024/02/16 by Niall Taylor, Upamanyu Ghose, Taylor, Niall +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Developing Healthcare Language Model Embedding Spaces
2024/03/28 by Niall Taylor, Taylor, Niall, Dan Schofield +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Health Professions · Computer Science · #Biomedical Text Mining and Ontologies #Electronic Health Records Systems #Semantic Web and Ontologies
- Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models
2024/02/12 by Isabelle Lorge, Dan W. Joyce, Lorge, Isabelle +9 · 1 citation
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing
- Machine learning in Alzheimer’s disease genetics
2025/07/21 by Matthew Bracher‐Smith, Federico Melograna, Brittany Ulm +97 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Gene expression and cancer classification #Genetic Associations and Epidemiology