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PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis
Ahmad Ayad, Mahdi Barhoush, Johnson Loh, Tobias Gemmeke, Anke Schmeink
5citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD (reference reconstructions and segmentations)2023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD (reference reconstructions and segmentations)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
Machine learning in neurosurgery: a global survey2020 Acta Neurochirurgica article Medicine Artificial Intelligence in Healthcare and Education Open access
Victor E. Staartjes, Vittorio Stumpo, Julius M. Kernbach, Anita Maria Klukowska, Pravesh Shankar Gadjradj, Marc L. Schröder, +5 more
78citations -
Influence of deep learning reconstruction on task-based model observer performance in CT: an anthropomorphic head phantom study2022 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Medicine Medical Imaging Techniques and Applications
Irene Hernandez Giron, Touko T. Kaasalainen, Teemu O. Mäkelä, Juha T.K. Peltonen, Mika Kortesniemi
1citations -
Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies2023 NeuroImage Clinical article Medicine Advanced Neuroimaging Techniques and Applications Open access
Santiago Aja‐Fernández, Carmen Martín‐Martín, Álvaro Planchuelo‐Gómez, Abrar Faiyaz, Md Nasir Uddin, Giovanni Schifitto, +38 more
15citations -
Prediction of Gastrointestinal Bleeding Hospitalization Risk in Hemodialysis: Machine Learning vs. Logistic Regression2024 Journal of the American Society of Nephrology article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
Suman Kumar Lama, John W. Larkin, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD2023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 1-1,0002023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 4,001-5,0002023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 3,001-4,0002023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 2,001-3,0002023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations