Vol. 1 No. 1 (2025): April : Journal of Machine Intelligence in Healthcare

Articles

• Brazilian Neural Approaches for Automated Assignment of ICD-10 Codes from Portuguese-Language Clinical Narratives

  Vicente Pironti,  Open University Humaniza,  Brazil

  Salomeh Keyhani,  Department of Chemical and Biomolecular Engineering, University of California, Berkeley,  United States

  1-12

  10.70062/jmih.v1i1.42

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• Lab-Integrated Multi-Aspect Pretraining for Prognostic EHR Modeling

  Nova Ariyanto,  Department of Informatics, Universitas Muhammadiyah Semarang,  Indonesia

  Sherly Nur Ekawati ,  Postgraduate Program of Medical Laboratory Science, Universitas Muhammadiyah Semarang,  Indonesia

  13-21

  10.70062/jmih.v1i1.43

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• Leveraging Fine-Tuned ClinicalBERT and Active Learning to Detect Cognitive Impairment from Unstructured EHR Notes

  Bhanu Lintang Wibowo ,  Department of Informatics, Universitas Muhammadiyah Semarang, Indonesia,  Indonesia

  Fredy Usman Tri Nugroho,  Diploma in Medical Laboratory Technology, Politeknik Yakpermas Banyumas, Indonesia,  Indonesia

  22-31

  10.70062/jmih.v1i1.46

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• Demographic-Adjusted Unsupervised Learning on Electronic Health Records: A Poisson Dirichlet Model for Latent Disease Clustering and Patient Risk Stratification

  Chaesar Dewan Winata,  Institut Teknologi Kesehatan dan Sains Wiyata Husada Samarinda, Indonesia,  Indonesia

  Ulumuddin,  Department of Information System, Universitas Bina Sarana Informatika, Indonesia,  Indonesia

  32-44

  10.70062/jmih.v1i1.52

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• Evaluating Reinforcement Learning Policies in Observational Healthcare Using Robust Off-Policy Estimation and Diagnostic Methods

  Ovien Yoga Caesarizky,  Department of Informatics, Universitas Muhammadiyah Semarang,  Indonesia

  Thahta Ardhika Prabu Nagara,  Department of Informatics, Universitas Muhammadiyah Semarang,  Indonesia

  Laelatul Khikmah,  Department of Statistics, Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang,  Indonesia

  Sherly Nur Ekawati,  Postgraduate Program of Medical Laboratory Science, Universitas Muhammadiyah Semarang,  Indonesia

  45-54

  10.70062/jmih.v1i1.53

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