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- 2021
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Mark
Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets
2021) 25th Annual Conference on Medical Image Understanding and Analysis, MIUA 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12722 LNCS. p.280-293(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Unfolding the Medial Temporal Lobe Cortex to Characterize Neurodegeneration Due to Alzheimer’s Disease Pathology Using Ex vivo Imaging
2021) 4th International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2021 held in Conjunction with 24th International Conference on Medical Imaging Computing and Computer-Assisted Intervention, MICCAI 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13001 LNCS. p.3-12(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
TVnet : Automated Time-Resolved Tracking of the Tricuspid Valve Plane in MRI Long-Axis Cine Images with a Dual-Stage Deep Learning Pipeline
2021) 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12906 LNCS. p.567-576(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Transductive Image Segmentation : Self-training and Effect of Uncertainty Estimation
2021) 3rd MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2021, and the 1st MICCAI Workshop on Affordable Healthcare and AI for Resource Diverse Global Health, FAIR 2021, held in conjunction with 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12968 LNCS. p.79-89(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Layout-Agnostic Order-Batching Optimization
2021) 12th International Conference on Computational Logistics, ICCL 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13004 LNCS. p.115-129(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Deep Label Fusion : A 3D End-To-End Hybrid Multi-atlas Segmentation and Deep Learning Pipeline
2021) 27th International Conference on Information Processing in Medical Imaging, IPMI 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12729 LNCS. p.428-439(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Semantic Synthesis of Pedestrian Locomotion
2021) 15th Asian Conference on Computer Vision, ACCV 2020 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12623 LNCS. p.470-487(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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LOVE a Pairing
2021) 7th International Conference on Cryptology and Information Security in Latin America, LATINCRYPT 2021 In Lecture Notes in Computer Science 12912. p.320-340(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Communicating Cybersecurity Vulnerability Information: A Producer-Acquirer Case Study
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Bayesian Optimization with a Prior for the Optimum
2021) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12977 LNAI. p.265-296(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding