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HoloPointNet: A Deep Learning Framework for Efficient 3D Point Cloud Holography2025 Lecture notes in computer science conference-paper Engineering Advanced Optical Imaging Technologies
Ankit Amrutkar, Ahmet Nazlioglu, Björn M. Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, +1 more
0citations -
Modeling spatial distribution of Amazonian functional composition and diversity using satellite embeddings2026 SSRN Electronic Journal preprint Environmental Science Remote Sensing in Agriculture Open access
Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Marc Rußwurm, Fons van der Plas, Florian Wittmann, +94 more
0citations -
Cell type matching across species using protein embeddings and transfer learning2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Kirti Biharie, Lieke Michielsen, Marcel J. T. Reinders, Ahmed Essam Mahfouz
0citations -
Identification of Kidney Cell Types in Single-Cell RNA Sequencing and Single-Nucleus RNA Sequencing Data Using Machine-Learning Algorithms2024 Journal of the American Society of Nephrology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics
Siddharth Madapoosi, Adam Tisch, Jan Rosa, Sean F. Eddy, Abhijit S. Naik, Christine P. Limonte, +8 more
0citations -
A High Content Imaging and Machine Learning Approach to Identify the Anti-Cancer Effect of Novel Small Molecules on Brain Cancer Patient-Derived Organoids2025 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Rizwan Ali, Yassinali Tamboli, Saba M. Alsubaie, Sikander Hayat, Mohamed Boudjelal
0citations -
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations -
Holistic evaluation of a machine learning-based timing calibration for PET detectors under varying data sparsity2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access
Stephan Naunheim, Florian Mueller, Vanessa Nadig, Yannick Kuhl, Judith Breuer, Nan Zhang, +5 more
7citations -
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
7citations -
Deep learning framework for enhanced neutrino reconstruction of single-line events in the ANTARES telescope2026 Machine Learning Science and Technology article Physics and Astronomy Neutrino Physics Research Open access
A. Albert, S. Alves Garre, M. Ardid, J.J. Aubert, J. Aublin, B. Baret, +90 more
0citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
scDecorr: feature decorrelation based representation learning enables self-supervised alignment of multiple single-cell experiments2026 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ritabrata Sanyal, Hyojin Kim, Rafael Kramann, Sikander Hayat
0citations -
Deep learning based automated left ventricle segmentation and flow quantification in 4D flow cardiac MRI2024 Journal of Cardiovascular Magnetic Resonance article Computer Science Medical Image Segmentation Techniques Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Kumar Garg, Rob J. van der Geest
28citations -
Learning, memory and blood–brain barrier pathology in Duchenne muscular dystrophy mice lacking Dp427, or Dp427 and Dp1402024 Genes Brain & Behavior article Biochemistry, Genetics and Molecular Biology Muscle Physiology and Disorders Open access
Minou A. T. Verhaeg, Kevin Adamzek, Kayleigh Putker, Sarah Engelbeen, Daphne Wijnbergen, Maurice Overzier, +4 more
15citations -
Identification of multicomponent LOFAR sources with multimodal deep learning2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, P. N. Best, J. Sabater, Huub J. A. Röttgering, M. J. Hardcastle, Wendy L. Williams
3citations -
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations