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A list of my peer-reviewed journal articles


Publication Metrics
  • Journal articles: 5
  • H-index: 3
  • Citations: 44

2024

  • Naga Raju Gudhe, Sudah Mazen, Reijo Sund, Veli-Matti Kosma, Hamid Behravan, Arto Mannermaa A Multi-view deep evidential learning approach for mammogram density classification. IEEE Access vol. 12, pp. 67889-67909, 2024 (DOI: 110.1109/ACCESS.2024.3399204)

2023

  • Naga Raju Gudhe, Veli-Matti Kosma, Hamid Behravan, Arto Mannermaa. Nuclei instance segmentation from histopathology images using Bayesian dropout based deep learning. BMC Med Imaging 23(1) (DOI: 10.1186/s12880-023-01121-3)

  • Naga Raju Gudhe, Mazen Sudah, Arto Mannermaa, Veli-Matti Kosma, Hamid Behravan. Predicting cell type counts in whole slide histology images using evidential multi-task learning. Medical Imaging 2023: Digital and Computational Pathology 124710Z (2023) (DOI: 10.1117/12.2654117)

2022

  • Naga Raju Gudhe, Hamid Behravan, Mazen Sudah, Hidemi Okuma, Ritva Vanninen, Veli-Matti Kosma, Arto Mannermaa. Area-based breast percentage density estimation in mammograms using weight-adaptive multitask learning. Scientific reports 12(1) (DOI: 10.1038/s41598-022-16141-2)

2021

  • Naga Raju Gudhe, Hamid Behravan, Mazen Sudah, Hidemi Okuma, Ritva Vanninen, Veli-Matti Kosma, Arto Mannermaa. Multi-level dilated residual network for biomedical image segmentation Scientific reports 11(1) (DOI: 10.1038/s41598-021-93169-w)