Detection of axonal synapses in 3D two-photon images
Bass, Cher, Helkkula, Pyry, De Paola, Vincenzo, Clopath, Claudia, Bharath, Anil Anthony
Published in PloS one (05.09.2017)
Published in PloS one (05.09.2017)
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Journal Article
In vivo imaging of injured cortical axons reveals a rapid onset form of Wallerian degeneration
Canty, Alison Jane, Jackson, Johanna Sara, Huang, Lieven, Trabalza, Antonio, Bass, Cher, Little, Graham, Tortora, Maria, Khan, Shabana, De Paola, Vincenzo
Published in BMC biology (18.11.2020)
Published in BMC biology (18.11.2020)
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Journal Article
A systematic pan-cancer study on deep learning-based prediction of multi-omic biomarkers from routine pathology images
Arslan, Salim, Schmidt, Julian, Bass, Cher, Mehrotra, Debapriya, Geraldes, Andre, Singhal, Shikha, Hense, Julius, Li, Xiusi, Raharja-Liu, Pandu, Maiques, Oscar, Kather, Jakob Nikolas, Pandya, Pahini
Published in Communications medicine (15.03.2024)
Published in Communications medicine (15.03.2024)
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Journal Article
Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology: Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
Kia, Seyed Mostafa, Mohy-ud-Din, Hassan, Abdulkadir, Ahmed, Bass, Cher, Habes, Mohamad, Rondina, Jane Maryam, Tax, Chantal, Wang, Hongzhi, Wolfers, Thomas, Rathore, Saima
Year of Publication 2020
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Year of Publication 2020
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A blind validation of a deep-learning solution providing HER2, ER, and PR results from H&E-stained breast cancer specimens
Walsh, Elizabeth, Arslan, Salim, Geraldes, Andre, Hanby, Andrew, Millican-Slater, Rebecca, Bennett, Nicholas, Mistry, Bejal, Schmidt, Julian, Wolf, Steffen, Bass, Cher, Ntelemis, Foivos, Kumar, Naren, Pandya, Pahini, Orsi, Nicolas M.
Published in Journal of clinical oncology (01.06.2024)
Published in Journal of clinical oncology (01.06.2024)
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Journal Article
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans
Bass, Cher, Da Silva, Mariana, Sudre, Carole, Williams, Logan Z. J., Sousa, Helena S., Tudosiu, Petru-Daniel, Alfaro-Almagro, Fidel, Fitzgibbon, Sean P., Glasser, Matthew F., Smith, Stephen M., Robinson, Emma C.
Published in IEEE transactions on medical imaging (01.04.2023)
Published in IEEE transactions on medical imaging (01.04.2023)
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Journal Article
Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-Oncology Image Processing, Computer Vision, Pattern Recognition, and Graphics: Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction With MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
Kia, Seyed Mostafa, Mohy-ud-Din, Hassan, Abdulkadir, Ahmed, Bass, Cher, Habes, Mohamad, Rondina, Jane Maryam, Tax, Chantal, Wang, Hongzhi, Wolfers, Thomas, Rathore, Saima, Ingalhalikar, Madhura
Year of Publication 30.12.2020
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Year of Publication 30.12.2020
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Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks
Da Silva, Mariana, Sudre, Carole H, Garcia, Kara, Bass, Cher, Cardoso, M. Jorge, Robinson, Emma C
Year of Publication 18.08.2021
Year of Publication 18.08.2021
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Journal Article
Biomechanical modelling of brain atrophy through deep learning
da Silva, Mariana, Garcia, Kara, Sudre, Carole H, Bass, Cher, Cardoso, M. Jorge, Robinson, Emma
Year of Publication 14.12.2020
Year of Publication 14.12.2020
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Journal Article
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
Bass, Cher, da Silva, Mariana, Sudre, Carole, Tudosiu, Petru-Daniel, Smith, Stephen M, Robinson, Emma C
Year of Publication 15.06.2020
Year of Publication 15.06.2020
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Journal Article
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans
Bass, Cher, da Silva, Mariana, Sudre, Carole, Williams, Logan Z. J, Tudosiu, Petru-Daniel, Alfaro-Almagro, Fidel, Fitzgibbon, Sean P, Glasser, Matthew F, Smith, Stephen M, Robinson, Emma C
Year of Publication 03.03.2021
Year of Publication 03.03.2021
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Journal Article
Deep learning can predict multi-omic biomarkers from routine pathology images: A systematic large-scale study
Arslan, Salim, Mehrotra, Debapriya, Schmidt, Julian, Geraldes, Andre, Singhal, Shika, Hense, Julius, Li, Xiusi, Bass, Cher, Kather, Jakob Nikolas, Pandya, Pahini, Raharja-Liu, Pandu
Published in bioRxiv (29.10.2022)
Published in bioRxiv (29.10.2022)
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Paper
Biomechanical modelling of brain atrophy through deep learning
da Silva, Mariana, Garcia, Kara, Sudre, Carole H, Bass, Cher, Cardoso, M Jorge, Robinson, Emma
Published in arXiv.org (14.12.2020)
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Published in arXiv.org (14.12.2020)
Paper
Evaluation of a predictive method for the H&E-based molecular profiling of breast cancer with deep learning
Raharja-Liu, Pandu, Arslan, Salim, Li, Xiusi, Schmidt, Julian, Hense, Julius, Geraldes, Andre, Bass, Cher, Brown, Keelan, Angelica Marcia, Dewhirst, Tim, Pandya, Pahini, Singhal, Shikha, Mehrotra, Debapriya
Published in bioRxiv (05.01.2022)
Published in bioRxiv (05.01.2022)
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Paper
Benchmarking Geometric Deep Learning for Cortical Segmentation and Neurodevelopmental Phenotype Prediction
Abdulah Fawaz, Williams, Logan Zane John, Alansary, Amir, Bass, Cher, Gopinath, Karthik, Da Silva, Mariana, Dahan, Simon, Adamson, Christopher L, Alexander, Bonnie, Thompson, Deanne, Ball, Gareth, Desrosiers, Christian, Lombaert, Herve, Rueckert, Daniel, Edwards, Anthony David, Robinson, Emma Claire
Published in bioRxiv (02.12.2021)
Published in bioRxiv (02.12.2021)
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Paper
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans
Bass, Cher, da Silva, Mariana, Sudre, Carole, Williams, Logan Z J, Petru-Daniel Tudosiu, Alfaro-Almagro, Fidel, Fitzgibbon, Sean P, Glasser, Matthew F, Smith, Stephen M, Robinson, Emma C
Published in arXiv.org (03.03.2021)
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Published in arXiv.org (03.03.2021)
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