Christopher Irwin

13 papers C 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Sub-type Classification.
AAAI Spring Symposia
Marco Dossena, Christopher Irwin, Annalisa Chiocchetti, Luigi Portinale
2025 J jnl
Entropy-Lens: The Information Signature of Transformer Computations.
CoRR
Riccardo Ali, Francesco Caso, Christopher Irwin, Pietro Liò
2025 — conf
Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data.
AIME (1)
Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
2025 J jnl
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways.
CoRR
Cristian Cosentino, Annamaria Defilippo, Marco Dossena, Christopher Irwin, Sara Joubbi, Pietro Liò
2024 J jnl
Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification.
CoRR
Annalisa Chiocchetti, Marco Dossena, Christopher Irwin, Luigi Portinale
2024 J jnl
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work.
CoRR
Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
2024 J jnl
Resilience of the Electric Grid through Trustable IoT-Coordinated Assets.
CoRR
Vineet Jagadeesan Nair, Venkatesh Venkataramanan, Priyank Srivastava, Partha S. Sarker, Anurag Srivastava, Laurentiu D. Marinovici, Jun Zha, Christopher Irwin, Prateek Mittal, John Williams, H. Vincent Poor, Anuradha M. Annaswamy
2024 J jnl
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring.
CoRR
Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani
2023 — conf
A Multi-label Classification Study for the Prediction of Long-COVID Syndrome.
AI*IA
Marco Dossena, Christopher Irwin, Luca Piovesan, Luigi Portinale
2023 — conf
Autoencoder with Dual Loss Function for Follow-up Estimation (Short paper).
DC@AI*IA
Marco Dossena, Christopher Irwin
2023 J jnl
Gait Monitoring and Analysis: A Mathematical Approach.
Sensors
Massimo Canonico, Francesco Desimoni, Alberto Ferrero, Pietro Antonio Grassi, Christopher Irwin, Daiana Campani, Alberto Dal Molin, Massimiliano Panella, Luca Magistrelli
2023 — conf
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring.
HC@AIxIA
Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani
2022 C conf
Graph-based Recommendation using Graph Neural Networks.
ICMLA
Marco Dossena, Christopher Irwin, Luigi Portinale