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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 -
Characterization of Continuous Transcriptional Heterogeneity in High-Risk Blastemal-Type Wilms’ Tumors Using Unsupervised Machine Learning2023 International Journal of Molecular Sciences article Biochemistry, Genetics and Molecular Biology Renal and related cancers Open access
Yaron Trink, Achia Urbach, Benjamin Dekel, Peter Hohenstein, Jacob Goldberger, Tomer Kalisky
3citations -
QUEST: Quasar unsupervised encoder and synthesis tool2026 Archive ouverte UNIGE (University of Geneva) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Francesco Guarneri, Jan–Torge Schindler, R. A. Meyer, D. Yang, Joseph F. Hennawi, Luisa Lucie-Smith, +2 more
0citations -
A physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations -
Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets2026 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
1citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
Unsupervised embedding of trajectories captures the latent structure of scientific migration2023 Proceedings of the National Academy of Sciences article Decision Sciences scientometrics and bibliometrics research Open access
Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo‐Sung Jung, Staša Milojević, +1 more
26citations -
Benchmarking variational AutoEncoders on cancer transcriptomics data2023 PLoS ONE article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Mostafa Eltager, Tamim Abdelaal, Mohammed Charrout, Ahmed Essam Mahfouz, Marcel J. T. Reinders, Stavros Makrodimitris
18citations -
VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation2025 Expert Systems with Applications article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D’Orazio, +6 more
2citations