Niccolò McConnell

According to our database, Niccolò McConnell authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Paul Taylor, Sam M. Janes, Daniel C. Alexander, Joseph Jacob

CoRR, July, 2025

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, Cheng Ouyang, Niccolò McConnell, Alina Dana Miron, Yongmin Li, Alena Uus, Irina Grigorescu, Paula Ramirez Gilliland, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Haoyu Wang, Ziyan Huang, Jin Ye, Mireia Alenyà, Valentin Comte, Oscar Camara, Jean-Baptiste Masson, Astrid Nilsson, Charlotte Godard, Moona Mazher, Abdul Qayyum, Yibo Gao, Hangqi Zhou, Shangqi Gao, Jia Fu, Guiming Dong, Guotai Wang, ZunHyan Rieu, HyeonSik Yang, Minwoo Lee, Szymon Plotka, Michal K. Grzeszczyk, Arkadiusz Sitek, Luisa Vargas Daza, Santiago Usma, Pablo Arbeláez, Wenying Lu, Wenhao Zhang, Jing Liang, Romain Valabrègue, Anand A. Joshi, Krishna N. Nayak, Richard M. Leahy, Luca Wilhelmi, Aline Dändliker, Hui Ji, Antonio G. Gennari, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Gregor Kasprian, Gregor Dovjak, Milan Rados, Lana Vasung, Meritxell Bach Cuadra, András Jakab

IEEE Trans. Medical Imaging, March, 2025

2024

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

Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2024

2023

Exploring advanced architectural variations of nnUNet.

Niccolò McConnell, Nchongmaje Ndipenoch, Yu Cao, Alina Dana Miron, Yongmin Li

Neurocomputing, December, 2023

2022

Integrating Residual, Dense, and Inception Blocks into the nnUNet.

Niccolò McConnell, Alina Dana Miron, Zidong Wang, Yongmin Li

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022