Can ImageNet feature maps be applied to small histopathological datasets for the classification of breast cancer metastatic tissue in whole slide images? T Rai, A Morisi, B Bacci, NJ Bacon, SA Thomas, RM La Ragione, M Bober, ... Medical Imaging 2019: Digital Pathology 10956, 191-200, 2019 | 15 | 2019 |
Deep learning for necrosis detection using canine perivascular wall tumour whole slide images T Rai, A Morisi, B Bacci, NJ Bacon, MJ Dark, T Aboellail, SA Thomas, ... Scientific Reports 12 (1), 10634, 2022 | 11 | 2022 |
An investigation of aggregated transfer learning for classification in digital pathology T Rai, A Morisi, B Bacci, NJ Bacon, SA Thomas, RM La Ragione, M Bober, ... Medical Imaging 2019: Digital Pathology 10956, 183-190, 2019 | 9 | 2019 |
Detection of necrosis in Digitised whole-slide images for better grading of canine soft-tissue Sarcomas using machine-learning A Morisi, T Rai, NJ Bacon, SA Thomas, M Bober, K Wells, MJ Dark, ... Veterinary sciences 10 (1), 45, 2023 | 5 | 2023 |
Investigating the potential of untrained convolutional layers and pruning in computational pathology T Rai, I Papanikolaou, N Dave, A Morisi, B Bacci, SA Thomas, ... Medical Imaging 2023: Digital and Computational Pathology 12471, 323-332, 2023 | 2 | 2023 |
Keeping pathologists in the loop and an adaptive F1-score threshold method for mitosis detection in canine perivascular wall tumours T Rai, A Morisi, B Bacci, NJ Bacon, MJ Dark, T Aboellail, SA Thomas, ... Cancers 16 (3), 644, 2024 | 1 | 2024 |
The use of digital pathology and machine learning for the detection and characterisation of canine soft tissue sarcomas A Morisi University of Surrey, 2022 | 1 | 2022 |
Evaluating diffusion model generated synthetic histopathology image data against authentic digital pathology images T Rai, C Gola, M Hernández, S Fingerhood, J Marrero, P Diaz-Santana, ... Medical Imaging 2024: Digital and Computational Pathology 12933, 317-323, 2024 | | 2024 |