| Nov 18, 2024 | I've been awarded a [Google PhD Fellowship in Health & Bioscience](https://www.imperial.ac.uk/news/258318/doc-phd-student-melanie-roschewitz-receives/) 🎉 |
| Nov 12, 2024 | Have been recognised as top reviewer for NeurIPS 2024 |
| Sep 06, 2024 | Looking forward to presenting our work Counterfactual Contrastive Learning: robust representations via causal image synthesis at MICCAI 2024 during the Data Engineering in Medical Imaging workshop! |
| Jul 24, 2024 | I’ve been awarded the Margaret and Martin Gotheridge Award by the British Federation of Women Graduate for my PhD research! |
| Oct 19, 2023 | Our work Automatic correction of performance drift under acquisition shift in medical image classification has been published in Nature Communications |
| Oct 08, 2023 | Looking forward to present our work Distance Matters For Improving Performance Estimation Under Covariate Shift at the Uncertainty Quantification Workshop at ICCV 2023. |
| Mar 04, 2023 | Excited to present our latest results on automatic correction of performance drift as an oral at ECR, the European Congress of Radiology in Vienna. |
| Oct 01, 2022 | Our paper Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed has been published in Transactions on Machine Learning Research. |
| Jun 12, 2022 | Our comment Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms has been published in Nature Medicine. |
| Apr 01, 2022 | Excited to start a 6-month research internship at Kheiron Medical Technologies, looking into model robustness for breast cancer detection. |
| Mar 01, 2022 | Our paper Active label cleaning for improved dataset quality under resource constraints has been published in Nature Communications. |
| Oct 01, 2021 | Starting my PhD at Imperial College, with Prof. Ben Glocker. |