Integrating Residual, Dense, and Inception Blocks into the nnUNet. - Niccolò McConnell; Alina Dana Miron; Zidong Wang 001; Yongmin Li 001 (CBMS, 2022)

Exploring advanced architectural variations of nnUNet. - Niccolò McConnell; Nchongmaje Ndipenoch; Yu Cao; Alina Dana Miron; Yongmin Li 001 (Neurocomputing, 2023)

Spectral Transition Evaluation and Heatmap Extraction for Deep Learning Classifiers. - Mehran Azimbagirad; Pardeep Vasudev; Adam Szmul; John McCabe; Shahab Aslani; Niccolò McConnell; Brintha Selvarajah; Amyn Bhamani; Daniel C. Alexander; Joseph Jacob (MICAD, 2024)

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results. - Kelly Payette; Céline Steger; Roxane Licandro; Priscille de Dumast; Hongwei Bran Li; Matthew J. Barkovich; Liu Li; Maik Dannecker; Chen Chen 042; Cheng Ouyang; Niccolò McConnell; Alina Dana Miron; et al. (IEEE Trans. Medical Imaging, 2025)

A computationally frugal open-source foundation model for thoracic disease detection in lung cancer screening programs. - Niccolò McConnell; Pardeep Vasudev; Daisuke Yamada; Daryl Cheng; Mehran Azimbagirad; John McCabe; Shahab Aslani; Ahmed H. Shahin; Yukun Zhou; SUMMIT Consortium; André Altmann; Yipeng Hu; et al. (CoRR, 2025)