Papers matching “multimodal data integration” 4
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Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations -
Best practices for single-cell analysis across modalities2023 Nature Reviews Genetics review Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 7 patents
Lukas Heumos, Anna Christina Schaar, Christopher Lance, Anastasia Litinetskaya, Felix Drost, Luke Zappia, +36 more
1,043citations -
A Systematic Review of Tensor analysis models for high-dimensional computer vision tasks: Methods, Architectures, and Future Research DirectionsHigh-dimensional computer vision tasks such as hyperspectral imaging, video understanding, 3D reconstruction, a0citations
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