Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

• A unified workflow for pore structure and flow analysis using deep learning and REV constraints

  2026 Gas Science and Engineering article Engineering Enhanced Oil Recovery Techniques

  1

  citations
• From sleep staging to spindle detection: a case study on end-to-end automated sleep analysis

  2026 Scientific Reports article Neuroscience EEG and Brain-Computer Interfaces Open access

  0

  citations
• An automated cell-tracking pipeline for the analysis of neutrophil dynamics

  2026 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  0

  citations
• No Free Lunch in Annotation Either: An Objective Evaluation of Foundation Models for Streamlining Annotation in Animal Tracking

  2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Video Surveillance and Tracking Methods

  0

  citations
• Rapid quantitative MRI at 46 mT : Accelerated T 1 and T 2 mapping with low‐rank reconstructions

  2025 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access

  3

  citations
• Towards fully automated inner ear analysis with deep-learning-based joint segmentation and landmark detection framework

  2023 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  15

  citations
• Deep learning based initial crack size measurements utilizing macroscale fracture surface segmentation

  2023 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

  21

  citations
• Real‐time fetal brain tracking for functional fetal MRI

  2023 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access cited by 1 patent

  21

  citations
• Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images

  2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent

  60

  citations
• Towards fully automated Inner Ear Analysis: Deep-Learning-based Joint Segmentation and Landmark Detection Framework

  2022 Research Square preprint Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation

  2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Computer Science Advanced Neural Network Applications

  2

  citations
• Explainable machine learning for precise fatigue crack tip detection

  2022 Scientific Reports article Engineering Fatigue and fracture mechanics Open access cited by 3 patents

  44

  citations
• AutoSourceID-Light

  2022 Astronomy and Astrophysics article Engineering Astronomical Observations and Instrumentation Open access

  11

  citations
• Advanced sleep spindle identification with neural networks

  2022 Scientific Reports article Neuroscience EEG and Brain-Computer Interfaces Open access

  46

  citations
• 3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers

  2021 arXiv (Cornell University) preprint Engineering 3D Shape Modeling and Analysis Open access

  9

  citations
• Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning

  2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent

  11

  citations
• AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018

  2020 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

  2

  citations
• Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning

  2020 PLoS ONE article Computer Science Medical Image Segmentation Techniques Open access cited by 3 patents

  48

  citations

18 results