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Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation2024 IEEE Transactions on Intelligent Transportation Systems article Computer Science Advanced Neural Network Applications cited by 1 patent
Hancheng Zhang, Yuanyuan Hu, Zhendong Qian, Jirui Sha, Min Xie, Yuyang Wan, +1 more
7citations -
Fast body part segmentation and tracking of neonatal video data using deep learning2020 Medical & Biological Engineering & Computing article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, +5 more
113citations -
Mandible segmentation from CT data for virtual surgical planning using an augmented two-stepped convolutional neural network2023 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access
Tobias Pankert, Hyun Lee, Florian Peters, Frank Hölzle, Ali Modabber, Stefan Raith
24citations -
Unconditional latent diffusion models memorize patient imaging data2025 Nature Biomedical Engineering article Computer Science Generative Adversarial Networks and Image Synthesis
Marvin Seyfarth, Isabelle Ayx, Theano Papavassiliu, Stefan Oswald Schoenberg, Robert Malte Siepmann, Fabian Christopher Laqua, +7 more
16citations -
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
BIEN : A biodiversity informatics ecosystem advancing open and reproducible workflows for plant observation, plot and trait data2026 Methods in Ecology and Evolution article Computer Science Research Data Management Practices Open access
Brian Joseph Enquist, Brad L. Boyle, Brian Maitner, Cory Merow, Ben Carlson, Xiao Feng, +33 more
1citations -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations