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Helen Sjöland

University of Gothenburg - Department of Molecular and Clinical Medicine

SCHOLARLY PAPERS

2

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176

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Scholarly Papers (2)

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1.

Cost-Aware Prediction (CAP): An Llm-Enhanced Machine Learning Pipeline and Decision Support System for Heart Failure Mortality Prediction

Number of pages: 26 Posted: 01 Jul 2025
Yinan Yu, Falk Dippel, Christina E. Lundberg, Martin Lindgren, Annika Rosengren, Martin Adiels and Helen Sjöland
Chalmers University of Technology, University of Gothenburg - Sahlgrenska University Hospital, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine and University of Gothenburg - Department of Molecular and Clinical Medicine
Downloads 96 (709,832)

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Cost-aware prediction, Clinical decision support, Large language models, Heart failure, Mortality risk prediction, Interpretable machine learning

2.

The Post COVID-19 Condition – Symptoms and Healthcare Contacts in 1,355,840 Swedish Adults

Number of pages: 20 Posted: 14 Oct 2024
Vincent Lak, Helen Sjöland, Martin Adiels, Christina E. Lundberg, Josefina Robertson, Maria Åberg, Christian Alex, Martin Lindgren and Annika Rosengren
University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Sahlgrenska Academy, University of Gothenburg - Sahlgrenska Academy, University of Gothenburg - Department of Molecular and Clinical Medicine, University of Gothenburg - Department of Molecular and Clinical Medicine and University of Gothenburg - Department of Molecular and Clinical Medicine
Downloads 80 (803,225)

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Post-COVID-19 Syndrome, Post-Acute Sequelae of COVID-19, PASC, Long COVID, Clinical Coding, Primary Health Care, Population Surveillance