The Effect of Within-Bag Sampling on End-to-End Multiple Instance Learning. - Nadezhda Koriakina; Natasa Sladoje; Joakim Lindblad (ISPA, 2021)

End-to-end Multiple Instance Learning with Gradient Accumulation. - Axel Andersson; Nadezhda Koriakina; Natasa Sladoje; Joakim Lindblad (IEEE Big Data, 2022)

Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning. - Nadezhda Koriakina; Natasa Sladoje; Vladimir Basic; Joakim Lindblad (CoRR, 2022)

Deep Learning and Explainable Artificial Intelligence for Biomedical Applications: Methods for Cytology-based Cancer Detection. - Nadezhda Koriakina (2024)