Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... Medical image analysis 70, 102002, 2021 | 129 | 2021 |
Object classification with convolution neural network based on the time-frequency representation of their echo M Dmitrieva, M Valdenegro-Toro, K Brown, G Heald, D Lane 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 15 | 2017 |
Protein tracking by cnn-based candidate pruning and two-step linking with bayesian network M Dmitrieva, HL Zenner, J Richens, D St Johnston, J Rittscher 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 14 | 2019 |
TRAIT2D: a software for quantitative analysis of single particle diffusion data F Reina, JMA Wigg, M Dmitrieva, B Vogler, J Lefebvre, J Rittscher, ... F1000Research 10, 2021 | 7 | 2021 |
Short Trajectory Segmentation with 1D UNET Framework: Application to Secretory Vesicle Dynamics M Dmitrieva, J Lefebvre, K delas Penas, HL Zenner, J Richens, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 891-894, 2020 | 6 | 2020 |
Material recognition based on the time delay of secondary reflections using wideband sonar pulses M Dmitrieva, K Brown, G Heald, D Lane IET Radar, Sonar & Navigation 13 (11), 2034-2040, 2019 | 5 | 2019 |
Self-supervised voxel-level representation rediscovers subcellular structures in volume electron microscopy H Han, M Dmitrieva, A Sauer, KH Tam, J Rittscher Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 4 | 2022 |
Classification of spherical objects based on the form function of acoustic echoes M Dmitrieva, KE Brown, GJ Heald, DM Lane 4th Underwater Acoustics Conference and Exhibition, Skiathos, Greece, pp.483-488, 2017 | 3 | 2017 |
Adaptive bio-inspired signals for better object characterisation M Dmitrieva, K Brown, D Lane Biomimetic and Biohybrid Systems: 4th International Conference, Living …, 2015 | 3 | 2015 |
Endoscopy Artefact Detection (EAD) Dataset (includes updated 2020 version) S Ali, M Dmitrieva, F Zhou, C Daul, B Braden, A Bailey, J East, S Realdon, ... Mendeley Data 3, 2021 | 2 | 2021 |
Single-molecule localization microscopy reconstruction using Noise2Noise for super-resolution imaging of actin filaments J Lefebvre, A Javer, M Dmitrieva, J Rittscher, B Lewków, E Allgeyer, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1596-1599, 2020 | 2 | 2020 |
Extracting Axial Depth and Trajectory Trend Using Astigmatism, Gaussian Fitting, and CNNs for Protein Tracking K delas Penas, M Dmitrieva, J Lefebvre, H Zenner, E Allgeyer, M Booth, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1634-1637, 2020 | 1 | 2020 |
Object characterisation using wideband sonar pulses M Dmitrieva Heriot-Watt University, 2018 | 1 | 2018 |
Sea floor recognition with bio-inspired echolocation M Dmitrieva, K Brown, G Heald, D Lane OCEANS 2017-Aberdeen, 1-5, 2017 | 1 | 2017 |
Tracking exocytic vesicle movements reveals the spatial control of secretion in epithelial cells JH Richens, M Dmitrieva, HL Zenner, N Muschalik, R Butler, J Glashauser, ... bioRxiv, 2024.01. 25.577201, 2024 | | 2024 |
Tracking exocytic vesicle movements with MSP-tracker/viewer reveals the spatial control of secretion in epithelial cells. JH Richens, M Dmitrieva, HL Zenner, N Muschalik, R Butler, J Glashauser, ... | | 2024 |
Leveraging Inter-Annotator Disagreement for Semi-Supervised Segmentation A Sauer, M Dmitrieva, H Han, J Rittscher 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
Annotation-free learning of a spatio-temporal manifold of the cell life cycle K delas Peñas, M Dmitrieva, D Waithe, J Rittscher Biological Imaging 3, e19, 2023 | | 2023 |
Profiling DNA damage in 3D histology samples R Haeusler, S Feng, V Magidson, M Dmitrieva, D Wink, S Lockett, ... Springer Nature, 2022 | | 2022 |
Profiling DNA Damage in 3D Histology Samples KE delas Peñas, R Haeusler, S Feng, V Magidson, M Dmitrieva, D Wink, ... International Workshop on Medical Optical Imaging and Virtual Microscopy …, 2022 | | 2022 |