Shadi Albarqouni
- The future of digital health with federated learning
2020/09/14 by Nicola Rieke, Jonny Hancox, Wenqi Li +14 · 90 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
- Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A\n Comparative Study
2020/04/07 by Christoph Baur, Stefan Denner, Baur, Christoph +7 · 19 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
2022/10/10 by Jean Ogier du Terrail, Terrail, Jean Ogier du, Samy-Safwan Ayed +45 · 24 citations
Computer Science · Decision Sciences · #Big Data Technologies and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- GANs for Medical Image Analysis
2018/09/13 by Salome Kazeminia, Kazeminia, Salome, Christoph Baur +11 · 14 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images
2016/02/12 by Shadi Albarqouni, Christoph Baur, Felix Achilles +3 · 16 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Mobile Crowdsensing and Crowdsourcing
- LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
2023/06/20 by Duy M. H. Nguyen, Hoang Nguyen, Nguyen, Duy M. H. +21 · 14 citations
Medicine · Engineering · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis #Advanced Neural Network Applications
- The Federated Tumor Segmentation (FeTS) Challenge
2021/05/12 by Sarthak Pati, Pati, Sarthak, Ujjwal Baid +60 · 3 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Generating Highly Realistic Images of Skin Lesions with GANs
2018/09/05 by Christoph Baur, Shadi Albarqouni, Baur, Christoph +3 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- MRI to CT Translation with GANs
2019/01/16 by Bodo Kaiser, Kaiser, Bodo, Shadi Albarqouni +1 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Radiomics and Machine Learning in Medical Imaging
- InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction
2019/03/11 by Anees Kazi, Kazi, Anees, Shayan Shekarforoush +15 · 1 citation
Computer Science · Medicine · #Machine Learning in Healthcare #Advanced Graph Neural Networks #Radiomics and Machine Learning in Medical Imaging
- 6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference
2020/04/09 by Mai Bui, Bui, Mai, Tolga Birdal +11 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Robotics (cs.RO) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
- Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification
2022/07/01 by Raheleh Salehi, Salehi, Raheleh, Ario Sadafi +11 · 3 citations
Computer Science · #Digital Imaging for Blood Diseases #AI in cancer detection
- Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
2022/12/04 by Duy M. H. Nguyen, Nguyen, Duy M. H., Hoang Nguyen +17 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Scene Coordinate and Correspondence Learning for Image-Based Localization
2018/05/22 by Mai Bui, Bui, Mai, Shadi Albarqouni +5 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Anomaly-aware multiple instance learning for rare anemia disorder classification
2022/07/04 by Salome Kazeminia, Ario Sadafi, Kazeminia, Salome +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)