Beyond Audio Signals: Generative Model-Based Speaker Diarization in Portuguese. - Antônio Oss Boll; Letícia Maria Puttlitz; Heloísa Oss Boll; Rodrigo Mor Malossi (BRACIS (1), 2024)

Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph. - Heloísa Oss Boll; Ali Amirahmadi; Amira Soliman 002; Stefan Byttner; Mariana Recamonde Mendoza (CoRR, 2024)

Graph neural networks for clinical risk prediction based on electronic health records: A survey. - Heloísa Oss Boll; Ali Amirahmadi; Mirfarid Musavian Ghazani; Wagner Ourique de Morais; Edison Pignaton de Freitas; Amira Soliman 002; Farzaneh Etminani; Stefan Byttner; Mariana Recamonde Mendoza (J. Biomed. Informatics, 2024)

DeVisE: Behavioral Testing of Medical Large Language Models. - Camila Zurdo Tagliabue; Heloísa Oss Boll; Aykut Erdem; Erkut Erdem; Iacer Calixto (CoRR, 2025)

DistillNote: LLM-based clinical note summaries improve heart failure diagnosis. - Heloísa Oss Boll; Antônio Oss Boll; Leticia Puttlitz Boll; Ameen Abu-Hanna; Iacer Calixto (CoRR, 2025)