Bhattarai, BinodSubedi, RonastGaire, Rebati RamanVazquez, EduardStoyanov, Danail2023-07-242023-07-242023-04Bhattarai, B, Subedi, R, Gaire, R R, Vazquez, E & Stoyanov, D 2023, 'Histogram of Oriented Gradients Meet Deep Learning : A Novel Multi-task Deep Network for Medical Image Semantic Segmentation', Medical Image Analysis, vol. 85, 102747. https://doi.org/10.1016/j.media.2023.1027471361-8415Bibtex: bhattarai2022histogramRIS: urn:845B52842ECBA2397D4480716BA2E74FORCID: /0000-0001-7171-6469/work/157220630https://hdl.handle.net/2164/21293Acknowledgements This research was funded in whole, or in part, by the Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS) [203145/Z/16/Z]; the Engineering and Physical Sciences Research Council (EPSRC) [EP/P027938/1, EP/R004080/1, EP/P012841/1]; and the Royal Academy of Engineering Chair in Emerging Technologies Scheme; and EndoMapper project by Horizon 2020 FET (GA 863146). For the purpose of open access, the author has applied a CC BY public copyright licence to any author accepted manuscript version arising from this submission.3211975engSubstantive connection via eligible employment contractSemantic segmentationMulti-task learningSelf-supervised learningHistogram of Oriented GradientsR MedicineEngineering and Physical Sciences Research Council (EPSRC)EP/P027938/1EP/R004080/1EP/P012841/1European CommissionGA 863146Wellcome Trust203145/Z/16/ZSupplementary DataRJournal article10.1016/j.media.2023.102747https://www.sciencedirect.com/science/article/pii/S136184152300008785