Jevgenij Gamper
Jevgenij Gamper
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MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images
S Graham, H Chen, J Gamper, Q Dou, PA Heng, D Snead, YW Tsang, ...
Medical image analysis 52, 199-211, 2019
PanNuke: An Open Pan-Cancer Histology Dataset for Nuclei Instance Segmentation and Classification
J Gamper, NA Koohbanani, K Benet, A Khuram, N Rajpoot
European Congress on Digital Pathology, 11-19, 2019
Pannuke dataset extension, insights and baselines
J Gamper, NA Koohbanani, K Benes, S Graham, M Jahanifar, ...
arXiv preprint arXiv:2003.10778, 2020
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models
M Zotov, J Gamper
arXiv preprint arXiv:1910.14567, 2019
Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images
J Gamper, B Chan, YW Tsang, D Snead, N Rajpoot
arXiv preprint arXiv:2003.03109, 2020
AI Ethics for Systemic Issues: A Structural Approach
AS van der Loeff, I Bassi, S Kapila, J Gamper
arXiv preprint arXiv:1911.03216, 2019
Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images
NA Koohbanani, T Qaisar, M Shaban, J Gamper, N Rajpoot
Computational Pathology and Ophthalmic Medical Image Analysis, 139-147, 2018
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles
J Gamper, N Rajpoot
arXiv preprint arXiv:2103.05121, 2021
Predicting Landsat Reflectance with Deep Generative Fusion
S Bouabid, M Chernetskiy, M Rischard, J Gamper
arXiv preprint arXiv:2011.04762, 2020
Exoplanet Validation with Machine Learning: 50 new validated Kepler planets
DJ Armstrong, J Gamper, T Damoulas
Monthly Notices of the Royal Astronomical Society, 2020
Multi-Task Learning in Histo-pathology for Widely Generalizable Model
J Gamper, NA Kooohbanani, N Rajpoot
arXiv preprint arXiv:2005.08645, 2020
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