Keywords:
- https://publications.hevs.ch/index.php/keywords/single/197
- (Bio-) Medical Image Registration
- 2D-based 3D retrieval
- 3D information retrieval
- 3D Network
- 3D reconstruction
- 3D Segme
- 3D texture
- 3D U-Net Author Keywords Segmentation
- 3D-color-grayscale conversion
- acceptance
- Active Learning
- adversarial learning
- air pollution
- algorithms
- Aneurist
- annotation
- Annotation Process
- Annotations
- anonymization
- Aorta segmentation
- AortaSeg24
- ARC
- Atlas
- Atlas-based segmentation
- Augmented reality
- Automatic weak labels
- Bag of visual words
- Bag-of-Colors
- Bayesian methods
- benchmark
- Benchmark testing
- Benchmarking
- big data
- Biodiversity Machine Learning AI Species Individual Identification Prediction Species Distribution Modeling
- biological organs
- Biological signal acquisition
- Biological tissue
- biomedical MRI
- BLS
- Brain
- CAD
- case-based retrieval
- CFD
- Challenge Participants
- Chopped carbon fiber
- citation screening
- Classification
- clinical data
- clinical data access
- clinical data analysis
- Clinical decision support
- clinical information system
- clinical workflows
- Common Benchmark
- communication protocol
- complex systems
- component-level evaluation
- compound figure separation
- Computed Tomography Angiography
- computed tomography MeSH Terms Cone-Beam Computed Tomography
- computer tomography
- computer vision
- computer-aided diagnosis
- computerised tomography
- computing infrastructures
- concept vectors
- Cone Beam Computed Tomography Deep Learning Image Segmentation ToothFairy
- Cone-beam Computed Tomography Images
- Cone-beam Computed Tomography Volume
- Content-based image retrieval
- content–based search
- corpus
- Cortical lesions
- crowdsourcing
- CT images
- Cultural heritage
- curriculum learning
- Data Augmentation
- Data Challenges
- Data Challenges · (Bio-) Medical Image Registration
- data mining
- datamining imaging indexing ontology radiology
- Deep convolutional neural network
- Deep Learning
- Deep Neural Network
- Desktop Grid
- detection
- Diagnostic aid
- Dice Loss
- Dice Similarity Coefficient
- DICOM
- DiffusionModel
- Digital hospital
- digital pathology
- Discrete wavelet transform
- distributed computing
- Domain Dataset
- Dossier Patient
- EEE Keywords Three-dimensional displays
- efficient access
- eHealth
- Electromagnetic interference shielding
- Epilepsy
- ethics
- evaluation
- evaluation framework
- experimental evaluation
- Explainable AI
- explainable AI (XAI)
- eye fundus images
- feature extraction
- feature reuse
- Final Ranking
- finetuning
- Flexible sensor
- Flickr.
- Focal Loss
- fracture retrieval
- Fuse-MyCells
- future internet
- Generative Adversarial Networks
- generative models
- gesture interaction
- GIFT
- glaucoma diagnosis
- gold standard
- google glass
- Grid
- grid computing
- Grid networks
- GridFactory
- ground truth
- Hadoop
- HCI
- health infrastructures
- HealthGrid
- High-resolution lung CT
- Histopathology
- Histopathology image classification
- Hospital
- human-machine interaction
- Humans
- image acquisition
- image analysis
- image browsing
- Image Captioning
- image categorization
- image classif
- image classification
- Image databases
- Image management
- image processing
- Image registration
- image retrieval
- image retrieval evaluation
- image segmentation
- image storage
- Image Understanding
- Image-to-Image
- ImageCLEF
- ImageCLEF benchmark
- ImageCLEF benchmarking lab
- Imaging
- Inferior Alveolar Canal
- Inferior Alveolar Nerve
- Informatics
- Information extraction
- information fusion
- information retrieval
- information retrieval evaluation
- information retrieval literature
- information retrieval systems
- Information Systems
- Informatique médicale
- Infrastructures for computation
- Integrating the Healthcare Enterprize
- interfaces
- Interopérabilité.
- Interoperability
- interpretability
- Intersection Over Union
- interstitial lung diseases
- inverted file
- Irrigation
- key dimension
- Knowledge Injection
- language modelling
- large language model
- Large Language Models
- Lesion detection
- Lesion segmentation
- Lightsheet Microscopy
- literature
- log file analysis
- lung
- Lung graph model
- Lung image
- Lung image analysis
- Lung image retrieval
- lung segmentation
- lung tissue classification
- machine learning
- Magnetic resonance imaging
- management
- Mandible
- Mandibular Canal
- MapReduce
- MediaEval benchmark
- Medical
- Medical computer vision
- Medical Experts
- medical image analysis
- Medical image analysis and retrieval
- medical image processing
- Medical image processing Medical image caption analysis Medical concept prediction Visual question answering Generative Adversarial Networks Synthetic Data Generation Image Segmentation Pictogram communication Multilingual Image Retrieval ImageCLEF
- Medical image retrieval
- medical image search
- medical imaging
- Medical informatics
- Medical information retrieval
- medical information search
- medical search system
- medical synthetic data
- Medical Visual Question Answering
- Mental Foramen
- MeSH
- mobile devices
- mobile information retrieval
- morphometric features
- MOT
- MRI
- MRML
- multi-atlas based segmentation
- Multi-label classification
- multi-task learning
- multidimensional image data analysis
- multilingual
- multimedia content analysis
- multimedia library
- multimodal
- Multimodal information retrieval and information fusion
- Multimodal Learning
- multimodal retrieval
- Multiple sclerosis
- Multiview Fusion
- Natural Language Processing
- Naturalistic studies
- negative relevance feedback
- Neural Network
- Noisy labels
- nosocomial infection
- Open access
- organ segmentation
- Panoramic Radiographs
- Pattern Recognition
- performance evaluation
- pervasive computing
- pollutants dispersion
- precision
- Privacy
- Private Dataset
- Proposals Index Terms Inferior Alveolar
- Prototype evaluation
- Public Datasets
- Pulmonary embolism
- Pulmonary hypertension
- query drift
- query modification
- query-adaptive fusion
- Radiology
- Radiology Report Generation
- recall
- Records
- reference database
- region detector
- relevance feedback
- response time
- result diversification
- retrieval
- retrospective matching network
- Riesz
- Riesz transform
- risk of bias
- safe storage
- satisfaction
- scalability
- Scanning electron microscopy
- scientific data
- search
- search context
- Search Interfaces
- search pruning
- Security
- segmentation
- semantic search
- SEMG
- semi-supervised learning
- SIFT
- signal processing
- singular value decompasition
- social photo retrieval
- social web
- Sociology
- Sparse Labeling
- speed evaluation
- Statistical Shape Model
- study design
- support vector machines
- Surgery
- Systematic Review
- systematic reviews
- Systèmes d’Information
- Systems
- target testing
- Taverna
- Teeth
- Telemedicine
- teleradiology
- terminology
- test collection
- test collection creation including signals and images
- text retrieval
- texture analysis
- texture classification
- Three-Dimensional
- tooth
- topic creation
- training
- Training Data
- Training Set
- Trustworthy AI
- UAV
- user interface
- user interfaces
- user modeling
- user modelling
- user testing
- User testing and task analysis
- user-oriented information retrieval
- video retrieval evaluation
- Video-based fieldwork
- Virtual reality
- virtualization
- VISCERAL
- VISCERAL benchmark
- visceral-project
- visual analytics
- visual feature extraction
- visual inforamtion retrieval
- visual information retrieval
- visualization
- wavelet
- wavelets
- Web Applications
- web based interface
- Web services
- whole slide imaging
- wrong labels
- X-ray imaging
- Yearbook
Publications of Henning Müller
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2019
, , , and , Staining invariant features for improving generalization of deep convolutional neural networks in computational pathology (2019), in: Frontiers in Bioengineering and Biotechnology-Bioinformatics and Computational Biology
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| , and , Visualizing and interpreting feature reuse of pretrained CNNs for histopathology, in: IMVIP 2019, Dublin, Ireland, 2019 |
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| , , , , and , VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019, in: CLEF working notes, Lugano, Switzerland, 2019 |
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2018
| , , , , , , and , A retrieval system for digital pathology for private datasets and scientific literature, in: European Congress of Digital Pathology, Helsinki, Finland, 2018 |
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| , , , , , , , , and , Aiming with varying degrees of accuracy requirements: Fitt’s Law and associated gaze behaviour in upper limb amputees, in: Urobody conference, Bremen, Germany, 2018 |
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| , , , , and , An Automatically Generated Texture-based Atlas of the Lungs, in: SPIE Medical Imaging, SPIE, 2018 |
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| , , , , , , , , , and , Apparent motion perception in upper limb amputees with phantom sensations: obstacle shunning and obstacle tolerance, in: Proceedings of the ACNS conference 2018, Melbourne, Australia, 2018 |
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| , , , , , , , , , , and , Apparent motion perception in upper limb amputees with phantom sensations: obstacle shunning and obstacle tolerance, in: Hand, Brain and Technology: The Somatosensory System, Monte Verità, Switzerland, 2018 |
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| , , , , and , Automated diabetic macular edema (DME) analysis using fine tuning with Inception-Resnet-v2 on OCT images, in: IECBES, Malaysia, 2018 |
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| , , , , , and , Automatic prediction of capillarity patterns on Optical Coherence Tomography Angiography images, in: ARVO Annual meeting, Honolulu, HI, USA, 2018 |
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| , , , , , and , Convolutional Neural Networks for identification and classification of optic nerve damage features, in: ARVO Annual meeting, Honolulu, HI, USA, 2018 |
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| , , and , Deep Features and Data Reduction for Classification of SD-OCT Images: Application to Diabetic Macular Edema, in: ICIAS 2018, Kuala Lumpur, Malaysia, 2018 |
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| , , , and , Deep learning based retrieval system for gigapixel histopathology cases and open access literature (2018), in: BioArXiv |
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| and , Deep Multimodal Classification of Image Types in Biomedical Journal Figures, in: CLEF 2018, Avignon, France, Springer, 2018 |
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| , , , , and , Determining the scale of image patches using a deep learning approach, in: IEEE International Symposium on Biomedical Imaging (ISBI), Washington, DC, USA, 2018 |
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| , and , Distributed container-based evaluation platform for private/large datasets, in: ISPDC 2018, Geneva, Switzerland, 2018 |
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| , , , , , , , , , , , , and , Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook (2018), in: Journal of Data and Information Quality |
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| , , , and , From Local to Global: A Holistic Lung Graph Model, in: MICCAI 2018, Granada, Spain, 2018 |
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| , , , , , , and , Fusion of Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema (DME) Detection on Optical Coherence Tomography (OCT) Images, in: EMBC 2018, Honolulu, HI, USA, 2018 |
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| , , , and , Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation, in: OMIA at MICCAI, Granada, Spain, 2018 |
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| , , , , , and , Hand Gesture Classification in Transradial Amputees Using the Myo Armband Classifier, in: 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), Enschede, The Netherlands, pages 156 - 161, 2018 |
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| , and , Head-mounted eye gaze tracking devices: An overview of modern devices and recent advances (2018), in: Journal of Rehabilitation and Assistive Technologies Engineering, 5 |
[DOI] [URL] |
| , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , How can we do better? Pitfalls in biomedical challenge design and how to address them, in: MICCAI workshop LABELS, 2018 |
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| , , , , , , , , , , , , , , , , , , , , and , How to exploit weaknesses in biomedical challenge design and organization, in: MICCAI 2018, Granada, Spain, Springer, 2018 |
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| , , and , Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content, in: MICCAI 2018 - Computational Pathology Workshop (COMPAY), Granada, Spain, 2018 |
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| , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions (2018), in: arXiv |
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, and , Large-scale Retrieval for Medical Image Analytics: A Comprehensive Review (2018), in: Medical Image Analysis
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, and , Late Fusion of Deep Learning and Handcrafted Visual Features for Biomedical Image Modality Classification, in: IET Image Processing, 2018
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| , , , , , , , , and , Multi-functional control and usage of a 3D printed robotic hand prosthesis with the Myo armband by hand amputees (2018), in: BioRxiv |
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| , , , and , Muscle Synergy Analysis of a Hand-Grasp Dataset: a limited subset of motor modules may underlie a large variety of grasps (2018), in: Frontiers in Neurorobotics |
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| , , , , , , , , , , , , and , Myo-electricity and gaze tracking data to improve hand prosthetics and neuro-cognitive examination, in: FESSH 2018, Copenhagen, Denmark, 2018 |
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| , , and , OCT-NET: A convolutional network for automatic classification of normal and DME volumnes in OCT eye images, in: IEEE International Symposium on Biomedical Imaging (ISBI), Washington DC, USA, 2018 |
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| , , , , and , Overview of ImageCLEF 2018 Medical Domain Visual Question Answering Task, in: CLEF 2018 working notes, Avignon, France, CEUR, 2018 |
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| , , , , , , , , , , , , , , , , , , and , Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation, in: CLEF conference proceeding, Avignon, France, Springer, 2018 |
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| , , and , Overview of ImageCLEFtuberculosis 2018 - Detecting multi-drug resistance, classifying tuberculosis type, and assessing severity score, in: CLEF working notes, CEUR, 2018 |
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| , , , , , , and , Overview of LifeCLEF 2018: a large-scale evaluation of species identification and recommendation algorithms in the era of AI, in: CLEF conference proceeding, Avignon, France, Springer, 2018 |
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| , , and , Overview of the ImageCLEF 2018 caption prediction tasks, in: CLEF working notes, CEUR, 2018 |
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| , , , , , , and , Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest, in: ICPR 2018 Proceedings, 2018 |
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| , , , and , Quantitative hierarchical representation and comparison of hand grasps from electromyography and kinematic data, in: Workshop Learning Applications for Intelligent Autonomous Robots, 15th International Conference on Intelligent Autonomous Systems, Baden-Baden, Germany, 2018 |
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, and , Regression Concept Vectors for Bidirectional Explanations in Histopathology (2018), in: Lecture Notes in Computer Science, Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI 2018(8)
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| , and , Rotation-Covariant Tissue Analysis for Interstitial Lung Diseases Using Learned Steerable Filters: Performance Evaluation and Relevance for Diagnostic Aid (2018), in: Computerized Medical Imaging and Graphics, 64(1-11) |
[DOI] |
| , , , and , SubDiv17: A Dataset for Investigating Subjectivity in the Visual Diversification of Image Search Results, in: Proceedings of Multimedia Systems 2018, 2018 |
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| , , and , Switzerland as a hub for AI in radiology, in: Swiss congress of radiology 2018, Lausanne, Switzerland, 2018 |
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| and , Texture-based Graph Model of the Lungs for Drug Resistance Detection, Tuberculosis Type Classification, and Severity Scoring: Participation in ImageCLEF 2018 Tuberculosis Task, in: CLEF working notes, Avignon, France, CEUR, 2018 |
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| , and , Textured Graph--based Model of the Lungs: Application on Tuberculosis Type Classification and Multi--Drug Resistance Prediction, in: CLEF 2018, Avignon, France, 2018 |
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| , , , , , , , and , Tumor proliferation grading from whole slide images, in: SPIE Medical Imaging, Houston, Texas, USA, 2018 |
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| , , , , , and , Variability of sEMG classification accuracy in different hand movements for intact and hand amputated subjects, in: Innovations in Amputation Surgery and Prosthetic Technologies (IASPT), 2018 |
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, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Why rankings of biomedical image analysis competitions should be interpreted with care (2018), in: Nature Communications
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2017
, , , and , 3-D Solid Texture Classification Using Locally-Oriented Wavelet Transforms (2017), in: IEEE Transactions on Image Processing, 26:4(1899-1910)
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[DOI] |
| , , , , and , Analysis of the repeatability of grasp recognition for hand robotic prosthesis control based on sEMG data, in: IEEE International Conference on Rehabilitation Robotics, London, UK,, 2017 |
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| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-550 | 551-600 | 601-650 | 651-700 | 701-750 | 751-800 | 801-850 | 851-888 |