Dovile Juodelyte

20 papers A* 2Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Augmenting Chest X-ray Datasets with Non-Expert Annotations.
MIUA (1)
Veronika Cheplygina, Cathrine Damgaard, Trine Naja Eriksen, Dovile Juodelyte, Amelia Jiménez-Sánchez
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
2025 — conf
Learning to Harmonize Cross-Vendor X-ray Images by Non-linear Image Dynamics Correction.
MIUA (2)
Yucheng Lu, Shunxin Wang, Dovile Juodelyte, Veronika Cheplygina
2025 J jnl
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction.
CoRR
Yucheng Lu, Shunxin Wang, Dovile Juodelyte, Veronika Cheplygina
2024 A* conf
Copycats: the many lives of a publicly available medical imaging dataset.
NeurIPS
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Anna Rogers, Hubert Dariusz Zajac, Veronika Cheplygina
2024 J jnl
Exploring connections of spectral analysis and transfer learning in medical imaging.
CoRR
Yucheng Lu, Dovile Juodelyte, Jonathan D. Victor, Veronika Cheplygina
2024 J jnl
On dataset transferability in medical image classification.
CoRR
Dovile Juodelyte, Enzo Ferrante, Yucheng Lu, Prabhant Singh, Joaquin Vanschoren, Veronika Cheplygina
2024 — conf
Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging.
AMAI@MICCAI
Dovile Juodelyte, Yucheng Lu, Amelia Jiménez-Sánchez, Sabrina Bottazzi, Enzo Ferrante, Veronika Cheplygina
2024 J jnl
Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging.
CoRR
Dovile Juodelyte, Yucheng Lu, Amelia Jiménez-Sánchez, Sabrina Bottazzi, Enzo Ferrante, Veronika Cheplygina
2024 J jnl
Towards actionability for open medical imaging datasets: lessons from community-contributed platforms for data management and stewardship.
CoRR
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Hubert Dariusz Zajac, Veronika Cheplygina
2024 — conf
[Citation needed] Data usage and citation practices in medical imaging conferences.
MIDL
Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
2024 J jnl
[Citation needed] Data usage and citation practices in medical imaging conferences.
CoRR
Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
2023 J jnl
Augmenting Chest X-ray Datasets with Non-Expert Annotations.
CoRR
Cathrine Damgaard, Trine Naja Eriksen, Dovile Juodelyte, Veronika Cheplygina, Amelia Jiménez-Sánchez
2023 — conf
Detecting Shortcuts in Medical Images - A Case Study in Chest X-Rays.
ISBI
Amelia Jiménez-Sánchez, Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina
2023 J jnl
Revisiting Hidden Representations in Transfer Learning for Medical Imaging.
CoRR
Dovile Juodelyte, Amelia Jiménez-Sánchez, Veronika Cheplygina
2023 J jnl
Revisiting Hidden Representations in Transfer Learning for Medical Imaging.
Trans. Mach. Learn. Res.
Dovile Juodelyte, Amelia Jiménez-Sánchez, Veronika Cheplygina
2022 J jnl
Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays.
CoRR
Amelia Jiménez-Sánchez, Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina
2022 A* conf
Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry.
KDD
Dovile Juodelyte, Veronika Cheplygina, Therese Graversen, Philippe Bonnet
2022 J jnl
Predicting Bearings' Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry.
CoRR
Dovile Juodelyte, Veronika Cheplygina, Therese Graversen, Philippe Bonnet