Christoph Hofer
Christoph Hofer
Bestätigte E-Mail-Adresse bei cosy.sbg.ac.at
Titel
Zitiert von
Zitiert von
Jahr
Deep learning with topological signatures
C Hofer, R Kwitt, M Niethammer, A Uhl
arXiv preprint arXiv:1707.04041, 2017
1132017
Connectivity-optimized representation learning via persistent homology
C Hofer, R Kwitt, M Niethammer, M Dixit
International Conference on Machine Learning, 2751-2760, 2019
202019
Learning Representations of Persistence Barcodes.
CD Hofer, R Kwitt, M Niethammer
Journal of Machine Learning Research 20 (126), 1-45, 2019
142019
Graph filtration learning
C Hofer, F Graf, B Rieck, M Niethammer, R Kwitt
International Conference on Machine Learning, 4314-4323, 2020
82020
Simple domain adaptation for cross-dataset analyses of brain MRI data
C Hofer, R Kwitt, Y Höller, E Trinka, A Uhl
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
72017
Factors affecting volume changes of the somatosensory cortex in patients with spinal cord injury: to be considered for future neuroprosthetic design
Y Höller, A Tadzic, AC Thomschewski, P Höller, S Leis, SO Tomasi, ...
Frontiers in neurology 8, 662, 2017
62017
Tumor markers and immunomodulator substances in ascites--their value as screening and diagnosis parameters
N Satz, HI Joller-Jemelka, PJ Grob, C Hofer, E Schmid, M Knoblauch
Schweizerische medizinische Wochenschrift 119 (21), 762-765, 1989
51989
Constructing shape spaces from a topological perspective
C Hofer, R Kwitt, M Niethammer, Y Höller, E Trinka, A Uhl
International Conference on Information Processing in Medical Imaging, 106-118, 2017
32017
Topologically Densified Distributions
C Hofer, F Graf, M Niethammer, R Kwitt
International Conference on Machine Learning, 4304-4313, 2020
12020
Dissecting Supervised Constrastive Learning
F Graf, CD Hofer, M Niethammer, R Kwitt
arXiv preprint arXiv:2102.08817, 2021
2021
Prediction of Cognitive Decline in Temporal Lobe Epilepsy and Mild Cognitive Impairment by EEG, MRI, and Neuropsychology
Y Höller, KHG Butz, AC Thomschewski, EV Schmid, CD Hofer, A Uhl, ...
Computational intelligence and neuroscience 2020, 2020
2020
An empirical assessment of appearance descriptors applied to MRI for automated diagnosis of TLE and MCI
C Hofer, R Kwitt, Y Höller, E Trinka, A Uhl
Computers in biology and medicine 117, 103592, 2020
2020
Connectivity-Optimized Representation Learning via Persistent Homology–Supplementary material–
CD Hofer, R Kwitt, M Dixit, M Niethammer
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