Learning Algorithms for Medical Big Data Analysis (LAMBDA)

Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model (2022) Meister F, Audigier C, Passerini T, Lluch È, Mihalef V, Maier A, Tommaso M Conference contribution Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes (2022) Martín Vicario C, Kordon F, Denzinger F, El Barbari JS, Privalov M, Franke J, Thomas S, et al. Journal article, Original article Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery (2022) Kordon F, Maier A, Swartman B, Privalov M, El Barbari JS, Kunze H Journal article, Original article GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection (2022) El-Ghoussani A, Rodriguez Salas D, Seuret M, Maier A Conference contribution, Original article Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery (2022) Kordon F, Maier A, Swartman B, Privalov M, El Barbari JS, Kunze H Conference contribution, Abstract of lecture Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses (2022) Arbogast N, Kordon F, Kunze H, Swartman B, El Barbari JS, Breininger K Conference contribution, Conference Contribution Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning (2022) Ravi A, Kordon F, Maier A Conference contribution, Conference Contribution Direct and indirect image rotation estimation methods of orthopedic x-ray images (2022) Kunze H, Kordon F, Maier A, Breininger K Conference contribution, Conference Contribution Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations (2022) Thamm F, Taubmann O, Jürgens M, Ditt H, Maier A Conference contribution, Conference Contribution Melanoma Segmentation and Classification Employing Imaging and Graph Encodings (2022) Rivera Monroy L, Eberhardt M, Ostalecki C, Baur A, Vera J, Maier A Conference contribution