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Estimating ocean currents from the joint reconstruction of absolute dynamic topography and sea surface temperature through deep learning algorithms

2025 . Ciani, Daniele | Fanelli, Claudia | Buongiorno Nardelli, Bruno

SAR deep learning sea ice retrieval trained with airborne laser scanner measurements from the MOSAiC expedition

2024 . Kortum, Karl | Singha, Suman | Spreen, Gunnar | Hutter, Nils | Jutila, Arttu | Haas, Christian

AWI-ICENet1: a convolutional neural network retracker for ice altimetry

2024 . Helm, Veit | Dehghanpour, Alireza | Hänsch, Ronny | Loebel, Erik | Horwath, Martin | Humbert, Angelika

Imaging Flow Cytometry for Polar Phytoplankton Analysis

2024 . Bryan, Natasha | Thielecke, Antonia | Piñel Rodríguez , Jana | Eggers, Sarah Lena | Fernández-Méndez, Mar

Technical note: Monitoring discharge of mountain streams by retrieving image features with deep learning

2024 . Fang, Chenqi | Yuan, Genyu | Zheng, Ziying | Zhong, Qirui | Duan, Kai

Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review

2024 . Redlich, Jan-Philipp | Feuerhake, Friedrich | Weis, Joachim | Schaadt, Nadine S. | Teuber-Hanselmann, Sarah | Buck, Christoph | Luttmann, Sabine | Eberle, Andrea | Nikolin, Stean | Appenzeller, Arno | Portmann, Andreas | Homeyer, André

Deep learning unlocks label-free viability assessment of cancer spheroids in microfluidics†

2024 . Chiang, Chun-Cheng | Anne, Rajiv | Chawla, Pooja | Shaw, Rachel M. | He, Sarah | Rock, Edwin C. | Zhou, Mengli | Cheng, Jinxiong | Gong, Yi-Nan | Chen, Yu-Chih

Deep learning for the super resolution of Mediterranean sea surface temperature fields

2024 . Fanelli, Claudia | Ciani, Daniele | Pisano, Andrea | Buongiorno Nardelli, Bruno

Deep learning image analysis for filamentous fungi taxonomic classification: Dealing with small datasets with class imbalance and hierarchical grouping

2024 . Stiller, Stefan | Dueñas, Juan F. | Hempel, Stefan | Rillig, Matthias | Ryo, Masahiro

Energy expenditure prediction in preschool children: a machine learning approach using accelerometry and external validation

2024 . Coyle-Asbil, Hannah | Burk, Lukas | Brandes, Mirko | Buck, Christoph | Wright, Marvin N. | Vallis, Lori Ann

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