Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung)

Hardware Failure Prediction on Imbalanced Times Series Data: Generation of Artificial Data Using Gaussian Process and Applying LSTMFCN to Predict Broken Hardware (2021) Rücker N, Pflueger L, Maier A Journal article Efficient and high accuracy 3-D OCT angiography motion correction in pathology (2021) Ploner S, Kraus M, Moult EM, Husvogt L, Schottenhamml J, Yasin Alibhai A, Waheed NK, et al. Journal article, Original article ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images (2021) Diehm J, Hermann R, Pertlwieser T, Cheng W, Fu W, Kordon F, Maier A Conference contribution, Abstract of a poster A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging (2021) Xiong Z, Xia Q, Hu Z, Huang N, Bian C, Zheng Y, Vesal S, et al. Journal article Computerized Calculation of Mitotic Count Distribution in Canine Cutaneous Mast Cell Tumor Sections: Mitotic Count Is Area Dependent (2020) Bertram CA, Aubreville M, Gurtner C, Bartel A, Corner SM, Dettwiler M, Kershaw O, et al. Journal article, Original article A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research (2020) Aubreville M, Bertram CA, Donovan TA, Marzahl C, Maier A, Klopfleisch R Journal article Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region (2020) Aubreville M, Bertram CA, Marzahl C, Gurtner C, Dettwiler M, Schmidt A, Bartenschlager F, et al. Journal article Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides (2020) Marzahl C, Aubreville M, Bertram CA, Stayt J, Jasensky AK, Bartenschlager F, Fragoso-Garcia M, et al. Journal article Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems (2020) Schirrmacher F, Riess C, Köhler T Journal article Automatic dementia screening and scoring by applying deep learning on clock-drawing tests (2020) Chen S, Stromer D, Alnasser Alabdalrahim H, Schwab S, Weih M, Maier A Journal article, Original article