Lehrstuhl für Informatik 5 (Mustererkennung)

Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT (2020) Maier J, Rivera Monroy LC, Syben-Leisner C, Jeon Y, Choi JH, Hall M, Levenston M, et al. Book chapter / Article in edited volumes Multi-Task Framework for X-Ray Guided Planning in Knee Surgery (2020) Kordon F, Fischer P, Privalov M, Swartman B, Schnetzke M, Franke J, Lasowski R, et al. Conference contribution, Abstract of a poster Font Augmentation: Implant and Surgical Tool Simulation for X-Ray Image Processing (2020) Kordon F, Maier A, Swartman B, Kunze H Conference contribution, Conference Contribution Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment - Learning New Tricks from Old Dogs (2020) Aubreville M, Bertram CA, Jabari S, Marzahl C, Klopfleisch R, Maier A Book chapter / Article in edited volumes How Big is Big Enough?: A Large-Scale Histological Dataset of Mitotic Figures (2020) Bertram CA, Aubreville M, Marzahl C, Maier A, Klopfleisch R Conference contribution, Abstract of lecture A deep learning approach to radiation dose estimation (2020) Götz T, Schmidkonz C, Chen S, Al-Baddai S, Kuwert T, Lang EW Journal article The rapid rise of Fraktur (2020) Weichselbaumer N, Seuret M, Limbach S, Hinrichsen L, Maier A, Christlein V Conference contribution, Abstract of lecture Comparative Study of Deep Learning Models for Optical Coherence Tomography Angiography (2020) Jiang Z, Huang Z, Qiu B, Liu X, Meng X, You Y, Liu G, et al. Journal article, Original article Noise reduction in optical coherence tomography images using a deep neural network with perceptually-sensitive loss function (2020) Qiu B, Huang Z, Liu X, Meng X, You Y, Liu G, Yang K, et al. Journal article, Original article Automatic Multi-organ Segmentation in Dual Energy CT (DECT) with Dedicated 3D Fully Convolutional DECT Networks (2020) Chen S, Zhong X, Hu S, Dorn S, Kachelriess M, Lell M, Maier A Journal article, Original article