Research output per year
Research output per year
Personal profile
Keywords
- Deep learning
- Transfer learning
- Medical imaging
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Dive into the research topics where Dovile Juodelyte is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Detecting Shortcuts in Medical Images — A Case Study in Chest X-rays
Jiménez Sánchez, A., Juodelyte, D., Chamberlain, B. & Cheplygina, V., 2023.Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review
Open Access -
Revisiting Hidden Representations in Transfer Learning for Medical Imaging
Juodelyte, D., Jiménez Sánchez, A. & Cheplygina, V., 15 Sept 2023, In: Transactions on Machine Learning Research.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open Access -
Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry
Juodelyte, D., Cheplygina, V., Graversen, T. & Bonnet, P., 2022, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. Zhang, A. & Rangwala, H. (eds.). Association for Computing Machinery, p. 3107-3115 9 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Projects
- 1 Active
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CATS : Choosing a Transfer Source for Medical Image Classification
Cheplygina, V. (PI), Juodelyte, D. (CoI) & Lu, Y. (CoI)
01/10/2021 → 30/09/2025
Project: Research