Dovile Juodelyte

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Chest Radiographs

Pharmaceutical Industry

Top Venues

Trans. Mach. Learn. Res.

Publications

Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
[Citation needed] Data usage and citation practices in medical imaging conferences. CoRR (2024)
Dovile Juodelyte, Yucheng Lu, Amelia Jiménez-Sánchez, Sabrina Bottazzi, Enzo Ferrante, Veronika Cheplygina
Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging. CoRR (2024)
Yucheng Lu, Dovile Juodelyte, Jonathan D. Victor, Veronika Cheplygina
Exploring connections of spectral analysis and transfer learning in medical imaging. CoRR (2024)
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Hubert Dariusz Zajac, Veronika Cheplygina
Towards actionability for open medical imaging datasets: lessons from community-contributed platforms for data management and stewardship. CoRR (2024)
Dovile Juodelyte, Amelia Jiménez-Sánchez, Veronika Cheplygina
Revisiting Hidden Representations in Transfer Learning for Medical Imaging. Trans. Mach. Learn. Res. 2023 (2023)
Cathrine Damgaard, Trine Naja Eriksen, Dovile Juodelyte, Veronika Cheplygina, Amelia Jiménez-Sánchez
Augmenting Chest X-ray Datasets with Non-Expert Annotations. CoRR (2023)
Amelia Jiménez-Sánchez, Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina
Detecting Shortcuts in Medical Images - A Case Study in Chest X-Rays. ISBI (2023)
Dovile Juodelyte, Amelia Jiménez-Sánchez, Veronika Cheplygina
Revisiting Hidden Representations in Transfer Learning for Medical Imaging. CoRR (2023)
Amelia Jiménez-Sánchez, Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina
Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays. CoRR (2022)
Dovile Juodelyte, Veronika Cheplygina, Therese Graversen, Philippe Bonnet
Predicting Bearings' Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry. CoRR (2022)
Dovile Juodelyte, Veronika Cheplygina, Therese Graversen, Philippe Bonnet
Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry. KDD (2022)