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Gallenwegsinfekte in der Pankreaschirurgie – Mikroorganismen und outcome

Zeitschrift für Gastroenterologie, 2018, Vol.56 (8), p.e242-e242

2018

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Arrosionsblutungen bei Insuffizienz der Hepatikojejunostomie

Zeitschrift für Gastroenterologie, 2018, Vol.56 (8), p.e244-e244

2018

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Ciliaten Lipasen zur Behandlung der exokrinen Pankreasinsuffizienz

Zeitschrift für Gastroenterologie, 2018, Vol.56 (8), p.e248-e248

2018

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Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-domain Liver Segmentation

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.155-163

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Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.73-82

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Risk of Training Diagnostic Algorithms on Data with Demographic Bias

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.183-192

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Labelling Imaging Datasets on the Basis of Neuroradiology Reports: A Validation Study

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.254-265

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Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.204-213

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Semi-weakly Supervised Learning for Prostate Cancer Image Classification with Teacher-Student Deep Convolutional Networks

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.193-203

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EasierPath: An Open-Source Tool for Human-in-the-Loop Deep Learning of Renal Pathology

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.214-222

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Materials Technology Co-Optimization of Self-Aligned Gate Contact for Advanced CMOS Technology Nodes

2020 IEEE Symposium on VLSI Technology, 2020, p.1-2

2020

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HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.164-171

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Temporal Convolutional Network Based Transfer Learning for Structural Health Monitoring of Composites

Trends and Applications in Knowledge Discovery and Data Mining, p.141-152

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Semi-supervised Instance Segmentation with a Learned Shape Prior

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.94-102

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Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.43-53

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Explainable Disease Classification via Weakly-Supervised Segmentation

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.54-62

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Pseudomonas Aeruginosa: Biology, Pathogenesis and Control Strategies

1, 2022

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Uncertainty Estimation in Medical Image Localization: Towards Robust Anterior Thalamus Targeting for Deep Brain Stimulation

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.130-137

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Assessing Attribution Maps for Explaining CNN-Based Vertebral Fracture Classifiers

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.3-12

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Semi-supervised Learning for Instrument Detection with a Class Imbalanced Dataset

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.266-276

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Projective Latent Interventions for Understanding and Fine-Tuning Classifiers

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.13-22

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Extraprimary Local Recurrence of Esthesioneuroblastoma: A Case Series

Journal of Neurological Surgery Part B: Skull Base, 2018, Vol.79 (S 01), p.S1-S188

2018

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Reliable Saliency Maps for Weakly-Supervised Localization of Disease Patterns

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.63-72

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Imbalance-Effective Active Learning in Nucleus, Lymphocyte and Plasma Cell Detection

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.223-232

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Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection

Interpretable and Annotation-Efficient Learning for Medical Image Computing, p.146-154

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Gallenwegsinfekte in der Pankreaschirurgie – Mikroorganismen und outcome

Arrosionsblutungen bei Insuffizienz der Hepatikojejunostomie

Ciliaten Lipasen zur Behandlung der exokrinen Pankreasinsuffizienz

Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-domain Liver Segmentation

Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images

Risk of Training Diagnostic Algorithms on Data with Demographic Bias

Labelling Imaging Datasets on the Basis of Neuroradiology Reports: A Validation Study

Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels

Semi-weakly Supervised Learning for Prostate Cancer Image Classification with Teacher-Student Deep Convolutional Networks

EasierPath: An Open-Source Tool for Human-in-the-Loop Deep Learning of Renal Pathology

Materials Technology Co-Optimization of Self-Aligned Gate Contact for Advanced CMOS Technology Nodes

HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification

Temporal Convolutional Network Based Transfer Learning for Structural Health Monitoring of Composites

Semi-supervised Instance Segmentation with a Learned Shape Prior

Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations

Explainable Disease Classification via Weakly-Supervised Segmentation

Pseudomonas Aeruginosa: Biology, Pathogenesis and Control Strategies

Uncertainty Estimation in Medical Image Localization: Towards Robust Anterior Thalamus Targeting for Deep Brain Stimulation

Assessing Attribution Maps for Explaining CNN-Based Vertebral Fracture Classifiers

Semi-supervised Learning for Instrument Detection with a Class Imbalanced Dataset

Projective Latent Interventions for Understanding and Fine-Tuning Classifiers

Extraprimary Local Recurrence of Esthesioneuroblastoma: A Case Series

Reliable Saliency Maps for Weakly-Supervised Localization of Disease Patterns

Imbalance-Effective Active Learning in Nucleus, Lymphocyte and Plasma Cell Detection

Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection

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