João B. S. Carvalho

According to our database, João B. S. Carvalho authored at least 6 papers between 2019 and 2023.

Collaborative distances:

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

2023

Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective.

João B. S. Carvalho, Mengtao Zhang, Robin Geyer, Carlos Cotrini, Joachim M. Buhmann

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection.

João B. S. Carvalho, Carlos Cotrini, Fabian Laumer, André Euler, Katharina Martini, Thomas Frauenfelder, Joachim M. Buhmann

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings.

Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence.

João B. S. Carvalho, João A. Santinha, Djordje Miladinovic, Carlos Cotrini, Joachim M. Buhmann

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation.

João B. S. Carvalho, João A. Santinha, Djordje Miladinovic, Joachim M. Buhmann

CoRR, 2021

2019

Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs.

João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019