フォロー
Sontje Ihler
Sontje Ihler
確認したメール アドレス: imes.uni-hannover.de
タイトル
引用先
引用先
Well-calibrated regression uncertainty in medical imaging with deep learning
MH Laves, S Ihler, JF Fast, LA Kahrs, T Ortmaier
Medical imaging with deep learning, 393-412, 2020
942020
Well-calibrated model uncertainty with temperature scaling for dropout variational inference
MH Laves, S Ihler, KP Kortmann, T Ortmaier
arXiv preprint arXiv:1909.13550, 2019
652019
Recalibration of aleatoric and epistemic regression uncertainty in medical imaging
MH Laves, S Ihler, JF Fast, LA Kahrs, T Ortmaier
arXiv preprint arXiv:2104.12376, 2021
362021
Calibration of model uncertainty for dropout variational inference
MH Laves, S Ihler, KP Kortmann, T Ortmaier
arXiv preprint arXiv:2006.11584, 2020
232020
Quantifying the uncertainty of deep learning-based computer-aided diagnosis for patient safety
MH Laves, S Ihler, T Ortmaier, LA Kahrs
Current Directions in Biomedical Engineering 5 (1), 223-226, 2019
192019
Uncertainty Quantification in Computer-Aided Diagnosis: Make Your Model say" I don't know" for Ambiguous Cases
MH Laves, S Ihler, T Ortmaier
arXiv preprint arXiv:1908.00792, 2019
162019
Self-supervised domain adaptation for patient-specific, real-time tissue tracking
S Ihler, F Kuhnke, MH Laves, T Ortmaier
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
152020
Deep-learning-based instrument detection for intra-operative robotic assistance
J Badilla-Solórzano, S Spindeldreier, S Ihler, NC Gellrich, S Spalthoff
International journal of computer assisted radiology and surgery 17 (9 …, 2022
132022
Deformable medical image registration using a randomly-initialized cnn as regularization prior
MH Laves, S Ihler, T Ortmaier
arXiv preprint arXiv:1908.00788, 2019
132019
Deep-learning-based 2.5 D flow field estimation for maximum intensity projections of 4D optical coherence tomography
MH Laves, S Ihler, LA Kahrs, T Ortmaier
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019
102019
Semantic denoising autoencoders for retinal optical coherence tomography
MH Laves, S Ihler, LA Kahrs, T Ortmaier
European Conference on Biomedical Optics, 11078_43, 2019
72019
Retinal OCT disease classification with variational autoencoder regularization
MH Laves, S Ihler, LA Kahrs, T Ortmaier
arXiv preprint arXiv:1904.00790, 2019
52019
Patient-specific domain adaptation for fast optical flow based on teacher-student knowledge transfer
S Ihler, MH Laves, T Ortmaier
arXiv preprint arXiv:2007.04928, 2020
42020
A six degree of freedom extrusion bioprinter
L Budde, S Ihler, S Spindeldreier, T Lücking, T Meyer, E Bodenschatz, ...
Current Directions in Biomedical Engineering 8 (2), 137-140, 2022
32022
Improving instrument detection for a robotic scrub nurse using multi-view voting
J Badilla-Solórzano, S Ihler, NC Gellrich, S Spalthoff
International Journal of Computer Assisted Radiology and Surgery 18 (11 …, 2023
22023
A comprehensive study of modern architectures and regularization approaches on chexpert5000
S Ihler, F Kuhnke, S Spindeldreier
International Conference on Medical Image Computing and Computer-Assisted …, 2022
22022
Relative pose consistency for semi-supervised head pose estimation
F Kuhnke, S Ihler, J Ostermann
2021 16th IEEE International Conference on Automatic Face and Gesture …, 2021
22021
Design of a novel MEMS based laser scanning laryngoscope to combine high precision laser cuts with simultaneous MHz OCT and stereo camera feedback
JW Napier, S Ihler, MH Laves, M Zabic, A Heisterkamp, W Neu
Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and …, 2020
12020
HybGrip: a synergistic hybrid gripper for enhanced robotic surgical instrument grasping
J Badilla-Solórzano, S Ihler, T Seel
International Journal of Computer Assisted Radiology and Surgery, 1-8, 2024
2024
Deep Learning Based Crack Detection in Inhomogeneous X-Ray Images for High Pressure Turbine Blades in Aviation
T Kuhlgatz, S Ihler, M Bonhage, T Seel
Turbo Expo: Power for Land, Sea, and Air 87967, V004T05A012, 2024
2024
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