Peer-Reviewed Publications

• VAMOS-OCTA: Vessel-Aware Multi-Axis Orthogonal Supervision for Inpainting Motion-Corrupted OCT Angiography Volumes
  N DiSanto, EK Aghdam, H Liu, JJ Watson, YK Tao, H Li, I Oguz
  Forthcoming, SPIE Medical Imaging 2026

• LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching
  X Yao, R Yu, N DiSanto, E Aghdam, K Oguine, D Lu, A Lou, J Wang, D Hu, G Arenas, B Oguz, A Pouch, N Schwartz, B Byram, I Oguz.
  Medical Imaging with Deep Learning (MIDL) 2025

• Spatial Analysis of Social Media’s Proxies for Human Emotion and Cognition
  A Corso, N DiSanto, N Corso, E Lee
  International Conference on Information 2024

Preprints and Undergraduate Research

• Transcending the Attention Paradigm: Representation Learning from Geospatial Social Media Data
  N DiSanto, A Corso, B Sanders, G Harding
  2023

• Leveraging Contextual Data Augmentation for Generalizable Melanoma Detection
  N DiSanto, G Harding, E Martinez, B Sanders
  2022

• Beyond Interpretable Benchmarks: Contextual Learning through Cognitive and Multimodal Perception
  N DiSanto
  2022