Michael S. Elliott
St Vincents Institute of Medical Research(AU)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Advanced Memory and Neural Computing, Machine Learning in Materials Science, Semiconductor materials and devices
Most-Cited Works
- → A self-driving laboratory advances the Pareto front for material properties(2022)186 cited
- → Self-driving laboratory for accelerated discovery of thin-film materials(2020)43 cited
- → ADMANI: Annotated Digital Mammograms and Associated Non-Image Datasets(2022)36 cited
- → An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning(2023)35 cited
- → Comparison of AI-integrated pathways with human-AI interaction in population mammographic screening for breast cancer(2024)33 cited
- → Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation(2022)28 cited
- → Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models(2022)19 cited
- → BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations(2024)15 cited
- → Comparison of AI-integrated pathways with human-AI interaction for population mammographic screening(2022)5 cited
- Advancing the Pareto front using a self-driving laboratory(2021)