Parallel Discrete Convolutions on Adaptive Particle Representations of Images. IEEE Transactions on Image Processing, (31):4197--4212, Wiley-IEEE Press, Jan 1, 2022. [PUMA: topic_lifescience Convolution, Data FIS_scads Image Microscopy, Signal processing, reconstruction, resolution resolution, structures,]
SetQuence & SetOmic: Deep Set Transformer-based Representations of Cancer Multi-Omics. 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022, 139--147, IEEE, New York u. a., United States of America, 2022. [PUMA: topic_federatedlearn livinglab Deep FIS_scads Network, Neural Representations Set analysis, expression, gene genome, language molecular multi-omics, mutome, natural processing, sequence]
Modular segmentation, spatial analysis and visualization of volume electron microscopy datasets. Nature protocols, (19)5:1436--1466, Nature Publishing Group, May 2024. [PUMA: Analysis, Computer-Assisted/methods, Electron Electron/methods, FIS_scads Humans, Image Imaging, Microscopy Microscopy, Organelles/ultrastructure, Processing, Software, Spatial Three-Dimensional/methods, Volume]
NDP-RANK: Prediction and ranking of NDP systems performance using machine learning. Microprocessors and Microsystems, (96):104707, 2023. [PUMA: topic_federatedlearn Design Machine Modeling, Near-data Prediction, exploration learning, processing, space] URL