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Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more
2citations -
A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data2023 Water article Environmental Science Hydrological Forecasting Using AI Open access cited by 1 patent
Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva, André Niemann, Markus Quirmbach
45citations -
Adaptive Data Screening for Multi-Angle Polarimetric Aerosol and Ocean Color Remote Sensing Accelerated by Deep Learning2021 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access
Meng Gao, Kirk David Knobelspiesse, Bryan A. Franz, Peng‐Wang Zhai, Vanderlei J. Martins, S. P. Burton, +9 more
35citations -
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access
Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg
29citations -
A virtual calibration chamber for cone penetration test based on deep-learning approaches2024 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Soil Mechanics Open access
Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes
12citations -
Automatic Pulmonary Function Estimation From Chest CT Scans Using Deep Regression Neural Networks: The Relation Between Structure and Function in Systemic Sclerosis
Jingnan Jia, Emiel R. Marges, Jeska Kirsten De Vries-Bouwstra, Maarten K. Ninaber, Lucia J.M. Kroft, Anne A. Schouffoer, +2 more
6citations -
Quantitative morphology of galactic cirrus in deep optical imaging2025 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Qing Liu, Peter G. Martin, Roberto G Abraham, Pieter van Dokkum, Henk Hoekstra, Juan Miró-Carretero, +4 more
1citations -
Super-resolving Herschel : A deep-learning-based deconvolution and denoising technique2026 Astronomy and Astrophysics article Computer Science Advanced Image Processing Techniques Open access
Dennis Koopmans, Lingyu Wang, Berta Margalef-Bentabol, Antonio La Marca, M. Béthermin, Laura Bisigello, +6 more
0citations -
Euclid : Improving redshift distribution reconstruction using a deep-to-wide transfer function2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Y Kang, S. Paltani, Will G. Hartley, M. Bolzonella, Angus H. Wright, F. Dubath, +93 more
0citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
H0LiCOW – XI. A weak lensing measurement of the external convergence in the field of the lensed quasar B1608+656 using HST and Subaru deep imaging2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
O. Tihhonova, F. Courbin, David Harvey, Stefan Hilbert, Austin Peel, Cristian E. Rusu, +8 more
22citations -
Deep learning for decoding lithium plating in lithium-ion batteries from post-mortem images2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access
Thorsten Tegetmeyer-Kleine, Heinrich Ditler, Gereon Karsten Stahl, Christiane Rahe, Dirk Uwe Sauer, Weihan Li
0citations -
Improving the Safety of DIEP Flap Transplantation: Detailed Perforator Anatomy Study Using Preoperative CTA2022 Journal of Personalized Medicine article Medicine Reconstructive Surgery and Microvascular Techniques Open access
Armin Ströbel, Ingo Ludolph, Theresa Hauck, Matthias Stefan May, Justus P. Beier, Raymund E. Horch, +1 more
24citations -
Atacama Large Aperture Submillimeter Telescope (AtLAST) science: Surveying the distant Universe2024 Open Research Europe article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Eelco Van Kampen, Tom J. L. C. Bakx, C. De Breuck, Chian-Chou Chen, H. Dannerbauer, B. Magnelli, +24 more
7citations