James M. Brown

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Venues

University of Birmingham, UK (PHD)

Education History

University of Birmingham, UK

PHD

Publications

Muhammad Moazzam Jawaid, Rasneer Sonia Bains, Sara Wells, James M. Brown
Hierarchical Multi-label Learning for Musculoskeletal Phenotyping in Mice. MIUA (2) (2024)
Joshua E. Mckone, Tryphon Lambrou, Xujiong Ye, James M. Brown
Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden. Frontiers Comput. Sci. 6 (2024)
Kimberley M. Bird, Xujiong Ye, Alan M. Race, James M. Brown
Pushing the limits of cell segmentation models for imaging mass cytometry. CoRR (2024)
Andrew Perrett, Harry Pollard, Charlie Barnes, Mark Schofield, Lan Qie, Petra Bosilj, James M. Brown
DeepVerge: Classification of roadside verge biodiversity and conservation potential. Comput. Environ. Urban Syst. 102 (2023)
Ezechukwu I Nwokedi, Rasneer S. Bains, Luc M. Bidaut, Xujiong Ye, Sara Wells, James M. Brown
Dual-Stream Spatiotemporal Networks with Feature Sharing for Monitoring Animals in the Home Cage. Sensors 23 (23) (2023)
Andrew Beers, James M. Brown, Ken Chang, Katharina Hoebel, Jay B. Patel, K. Ina Ly, Sara M. Tolaney, Priscilla K. Brastianos, Bruce R. Rosen, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer
DeepNeuro: an open-source deep learning toolbox for neuroimaging. Neuroinformatics 19 (1) (2021)
Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina Viktoria Hoebel, Deniz Erdogmus, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digit. Medicine 3 (2020)
Mara Graziani, James M. Brown, Vincent Andrearczyk, Veysi Yildiz, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Michael F. Chiang, Jayashree Kalpathy-Cramer, Henning Müller
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity. Medical Imaging: Computer-Aided Diagnosis (2019)
Ilkay Yildiz, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, James M. Brown, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Classification and comparison via neural networks. Neural Networks 118 (2019)
James M. Brown, Neil R. Horner, Thomas N. Lawson, Tanja Fiegel, Simon Greenaway, Hugh Morgan, Natalie Ring, Luís Santos, Duncan J. Sneddon, Lydia Teboul, Jennifer Vibert, Gagarine Yaikhom, Henrik Westerberg, Ann-Marie Mallon
A bioimage informatics platform for high-throughput embryo phenotyping. Briefings Bioinform. 19 (1) (2018)
Andrew Beers, James M. Brown, Ken Chang, Katharina Hoebel, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer
DeepNeuro: an open-source deep learning toolbox for neuroimaging. CoRR (2018)
Ken Chang, Niranjan Balachandar, Carson K. Lam, Darvin Yi, James M. Brown, Andrew Beers, Bruce R. Rosen, Daniel L. Rubin, Jayashree Kalpathy-Cramer
Distributed deep learning networks among institutions for medical imaging. J. Am. Medical Informatics Assoc. 25 (8) (2018)
Andrew Beers, Ken Chang, James M. Brown, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer
Sequential neural networks for biologically-informed glioma segmentation. Medical Imaging: Image Processing (2018)
Ken Chang, Niranjan Balachandar, Carson K. Lam, Darvin Yi, James M. Brown, Andrew Beers, Bruce R. Rosen, Daniel L. Rubin, Jayashree Kalpathy-Cramer
Institutionally Distributed Deep Learning Networks. CoRR (2017)
James M. Brown, Ewan Ross, Guillaume Desanti, Atif Saghir, Andy Clark, Chris Buckley, Andrew Filer, Amy Naylor, Ela Claridge
Detection and characterisation of bone destruction in murine rheumatoid arthritis using statistical shape models. Medical Image Anal. 40 (2017)
Andrew Beers, Ken Chang, James M. Brown, Emmett Sartor, C. P. Mammen, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer
Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation. CoRR (2017)
James M. Brown, Amy Naylor, Chris Buckley, Andrew Filer, Ela Claridge
3D Articulated Registration of the Mouse Hind Limb for Bone Morphometric Analysis in Rheumatoid Arthritis. WBIR (2014)

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Publication Activity (10 Years)

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James M. Brown