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N. Horvat

2 papers hereh-index 8257 citations47 works total

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  • cs.CV1
  • eess.IV1

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2 papers

eess.IV2026

Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images

Aneesh Rangnekar, Joao Miranda, Natally Horvat +14

Although self-supervised pretraining is expected to learn broadly transferable representations, its effectiveness across imaging modalities substantially different from the pretrai…

cs.CV2026

A Novel Patch-Based TDA Approach for Computed Tomography Imaging

Dashti A. Ali, Aras T. Asaad, Jacob J. Peoples +11

The development of machine learning models based on computed tomography (CT) imaging has been a major focus due to the promise that imaging holds for diagnosis, staging, and progno…

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