Camila González

51 papers A* 1A 1B 1Journal 27Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Continual Learning in Medical Imaging: A Survey and Practical Analysis. ACM Comput. Surv. Mohammad Areeb Qazi, Anees Ur Rehman Hashmi, Santosh Sanjeev, Ibrahim Almakky, Numan Saeed, Camila González, Mohammad Yaqub
2025	J	`jnl`	Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM). CoRR Zhongnan Fang, Andrew Johnston, Lina Cheuy, Hye Sun Na, Magdalini Paschali, Camila González, Bonnie A. Armstrong, Arogya Koirala, Derrick Laurel, Andrew Campion, Michael Iv, Akshay S. Chaudhari, David B. Larson
2025	J	`jnl`	Automated real-time assessment of intracranial hemorrhage detection AI using an ensembled monitoring model (EMM). npj Digit. Medicine Zhongnan Fang, Andrew Johnston, Lina Cheuy, Hye Sun Na, Magdalini Paschali, Camila González, Bonnie A. Armstrong, Arogya Koirala, Derrick Laurel, Andrew Campion, Michael Iv, Akshay S. Chaudhari, David B. Larson
2025	J	`jnl`	BM-CL: Bias Mitigation through the lens of Continual Learning. CoRR Lucas Mansilla, Rodrigo Echeveste, Camila González, Diego H. Milone, Enzo Ferrante
2025	A*	`conf`	Confounder-Free Continual Learning via Recursive Feature Normalization. ICML Yash Shah, Camila González, Mohammad H. Abbasi, Qingyu Zhao, Kilian M. Pohl, Ehsan Adeli
2025	J	`jnl`	Confounder-Free Continual Learning via Recursive Feature Normalization. CoRR Yash Shah, Camila González, Mohammad H. Abbasi, Qingyu Zhao, Kilian M. Pohl, Ehsan Adeli
2025	—	`conf`	FDA's PCCP: Opportunities and Gaps. BRIDGE/DeCaF@MICCAI Niklas Babendererde, Amin Ranem, Moritz Fuchs, Camila González, Henry John Krumb, Anirban Mukhopadhyay
2025	—	`conf`	In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. FAccT Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
2025	J	`jnl`	In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. CoRR Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
2024	—	`conf`	CauseCheck: A Tool for Simulating Deviations in Event Logs with Known Root Causes. ICPM Doctoral Consortium / Demo Frederik Hake, Simon Schneider, Nikolaos Theofanopoulos, Camila González, Poey Sie Chuah, Michael Grohs, Jana-Rebecca Rehse
2024	A	`conf`	Continual atlas-based segmentation of prostate MRI. WACV Amin Ranem, Camila González, Daniel Pinto dos Santos, Andreas M. Bucher, Ahmed E. Othman, Anirban Mukhopadhyay
2024	—	`conf`	Distribution-Aware Replay for Continual MRI Segmentation. AIPAD/PILM@MICCAI Nick Lemke, Camila González, Anirban Mukhopadhyay, Martin Mundt
2024	J	`jnl`	Distribution-Aware Replay for Continual MRI Segmentation. CoRR Nick Lemke, Camila González, Anirban Mukhopadhyay, Martin Mundt
2024	J	`jnl`	Regulating radiology AI medical devices that evolve in their lifecycle. CoRR Camila González, Moritz Fuchs, Daniel Pinto dos Santos, Philipp Matthies, Manuel Trenz, Maximilian Grüning, Akshay Chaudhari, David B. Larson, Ahmed E. Othman, Moon Kim, Felix Nensa, Anirban Mukhopadhyay
2024	—	`conf`	SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis. MLCN@MICCAI Camila González, Yanis Miraoui, Yiran Fan, Ehsan Adeli-Mosabbeb, Kilian M. Pohl
2024	J	`jnl`	SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis. CoRR Camila González, Yanis Miraoui, Yiran Fan, Ehsan Adeli, Kilian M. Pohl
2024	—	`conf`	Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging. PRIME@MICCAI Magdalini Paschali, Yu Hang Jiang, Spencer Siegel, Camila González, Kilian M. Pohl, Akshay Chaudhari, Qingyu Zhao
2024	J	`jnl`	Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging. CoRR Magdalini Paschali, Yu Hang Jiang, Spencer Siegel, Camila González, Kilian M. Pohl, Akshay Chaudhari, Qingyu Zhao
2024	J	`jnl`	Unlocking Robust Segmentation Across All Age Groups via Continual Learning. CoRR Chih-Ying Liu, Jeya Maria Jose Valanarasu, Camila González, Curtis P. Langlotz, Andrew Y. Ng, Sergios Gatidis
2023	J	`jnl`	Continual atlas-based segmentation of prostate MRI. CoRR Amin Ranem, Camila González, Daniel Pinto dos Santos, Andreas M. Bucher, Ahmed E. Othman, Anirban Mukhopadhyay
2023	J	`jnl`	Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning. CoRR Niklas Babendererde, Moritz Fuchs, Camila González, Yuri Tolkach, Anirban Mukhopadhyay
2023	—	`—`	Lifelong Learning in the Clinical Open World. Camila González
2023	—	`conf`	Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata. IPMI John Kalkhof, Camila González, Anirban Mukhopadhyay
2023	J	`jnl`	Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata. CoRR John Kalkhof, Camila González, Anirban Mukhopadhyay
2023	J	`jnl`	Semi-supervised learning for MALDI-TOF mass spectrometry data classification: an application in the salmon industry. Neural Comput. Appl. Camila González, César A. Astudillo, Xaviera A. López-Cortés, Sebastián Maldonado
2022	—	`conf`	Continual Hippocampus Segmentation with Transformers. CVPR Workshops Amin Ranem, Camila González, Anirban Mukhopadhyay
2022	J	`jnl`	Continual Hippocampus Segmentation with Transformers. CoRR Amin Ranem, Camila González, Anirban Mukhopadhyay
2022	—	`conf`	Disentanglement Enables Cross-Domain Hippocampus Segmentation. ISBI John Kalkhof, Camila González, Anirban Mukhopadhyay
2022	J	`jnl`	Disentanglement enables cross-domain Hippocampus Segmentation. CoRR John Kalkhof, Camila González, Anirban Mukhopadhyay
2022	J	`jnl`	Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. CoRR Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
2022	J	`jnl`	Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. Medical Image Anal. Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay
2022	—	`conf`	Improving Robustness and Calibration in Ensembles with Diversity Regularization. GCPR Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay
2022	J	`jnl`	Improving robustness and calibration in ensembles with diversity regularization. CoRR Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay
2022	—	`conf`	Practical uncertainty quantification for brain tumor segmentation. MIDL Moritz Fuchs, Camila González, Anirban Mukhopadhyay
2022	—	`conf`	Quality Monitoring of Federated Covid-19 Lesion Segmentation. Bildverarbeitung für die Medizin Camila González, Christian L. Harder, Amin Ranem, Ricarda Fischbach, Isabel J. Kaltenborn, Armin Dadras, Andreas M. Bucher, Anirban Mukhopadhyay
2022	—	`conf`	Task-Agnostic Continual Hippocampus Segmentation for Smooth Population Shifts. DART@MICCAI Camila González, Amin Ranem, Ahmed E. Othman, Anirban Mukhopadhyay
2022	J	`jnl`	Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts. CoRR Camila González, Amin Ranem, Ahmed E. Othman, Anirban Mukhopadhyay
2022	—	`conf`	i3Deep: Efficient 3D interactive segmentation with the nnU-Net. MIDL Karol Gotkowski, Camila González, Isabel Kaltenborn, Ricarda Fischbach, Andreas Bucher, Anirban Mukhopadhyay
2021	J	`jnl`	Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation. CoRR Marius Memmel, Camila González, Anirban Mukhopadhyay
2021	—	`conf`	Adversarial Continual Learning for Multi-domain Hippocampal Segmentation. DART/FAIR@MICCAI Marius Memmel, Camila González, Anirban Mukhopadhyay
2021	—	`conf`	Detecting When Pre-trained nnU-Net Models Fail Silently for Covid-19 Lung Lesion Segmentation. MICCAI (7) Camila González, Karol Gotkowski, Andreas Bucher, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
2021	J	`jnl`	Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation. CoRR Camila González, Karol Gotkowski, Andreas Bucher, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
2021	—	`conf`	How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? GCPR Antoine Sanner, Camila González, Anirban Mukhopadhyay
2021	J	`jnl`	How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? CoRR Antoine Sanner, Camila González, Anirban Mukhopadhyay
2021	—	`conf`	M3d-CAM - A PyTorch Library to Generate 3D Attention Maps for Medical Deep Learning. Bildverarbeitung für die Medizin Karol Gotkowski, Camila González, Andreas Bucher, Anirban Mukhopadhyay
2021	J	`jnl`	Quality monitoring of federated Covid-19 lesion segmentation. CoRR Camila González, Christian Harder, Amin Ranem, Ricarda Fischbach, Isabel Kaltenborn, Armin Dadras, Andreas Bucher, Anirban Mukhopadhyay
2021	—	`conf`	Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation. MIDL Camila González, Anirban Mukhopadhyay
2021	—	`conf`	Semi-supervised learning for MS MALDI-TOF data. LA-CCI Xaviera A. López-Cortés, César A. Astudillo, Camila González, Sebastián Maldonado
2020	J	`jnl`	M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning. CoRR Karol Gotkowski, Camila González, Andreas Bucher, Anirban Mukhopadhyay
2020	J	`jnl`	What is Wrong with Continual Learning in Medical Image Segmentation? CoRR Camila González, Georgios Sakas, Anirban Mukhopadhyay
2017	B	`conf`	Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction. DS Camila González, Eneldo Loza Mencía, Johannes Fürnkranz