Ensemble deep learning: A review

• Analysis of B-Scan Ultrasonography Using Neural Networks to Predict Risk of Fibrosis in Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD)

  2026 Ultrasound in Medicine & Biology article Medicine Liver Disease Diagnosis and Treatment Open access

  1

  citations
• Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers

  2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

  0

  citations
• Supervised learning for low-resource isolated glyph recognition in palm leaf manuscripts

  2025 Pattern Recognition article Computer Science Handwritten Text Recognition Techniques Open access

  1

  citations
• Above Cloud Aerosol Detection and Retrieval from Multi-Angular Polarimetric Satellite Measurements in a Neural Network Ensemble Approach

  2025 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access

  2

  citations
• Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks

  2025 Computers & Chemical Engineering article Chemistry Surfactants and Colloidal Systems Open access

  12

  citations
• RTFAST-Spectra: emulation of X-ray reverberation mapping for active galactic nuclei

  2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access

  0

  citations
• Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks

  2024 Journal of Chemical Theory and Computation article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent

  21

  citations
• COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification

  2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  5

  citations
• Graph neural networks for surfactant multi-property prediction

  2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent

  30

  citations
• Performance of a first full-size WOM-based liquid scintillator detector cell as prototype for the SHiP Surrounding Background Tagger

  2024 Journal of Instrumentation article Physics and Astronomy Radiation Detection and Scintillator Technologies

  4

  citations
• MANTIS at #SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit

  2023 medRxiv preprint Psychology Mental Health via Writing Open access

  0

  citations
• Convolutions, transformers, and their ensembles for the segmentation of organs at risk in radiation treatment of cervical cancer

  2023 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques

  1

  citations
• A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards

  2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  71

  citations

13 results