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Lebenslauf
Publikationen
Journalartikel
- Modality prediction of biomedical literature images using multimodal feature representation = Klassifikation von Bildern der biomedizinischen Literatur unter Anwendung multimodaler Merkmale
- Shared genetic risk factors of intracranial, abdominal and thoracic aneurysms
- nmfgpu4R: GPU-accelerated computation of the Non-Negative Matrix Factorization (NMF) using CUDA capable hardware
- Client-focused security assessment of mHealth apps and recommended practices to prevent or mitigate transport security issues
- Primär kutane Lymphome - eine Fallserie von 163 Patienten
- Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks
- Text mining in livestock animal science
- Mining biomarker information in biomedical literature
- General sales forecast models for automobile markets and their analysis
- Selection of representative SNP sets for genome-wide association studies
- neurIST
- Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers
- Risk of rupture of small anterior communicating artery aneurysms is similar to posterior circulation aneurysms
- Sociodemographic data and APOE-ɛ4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems
- Genome-wide association study of intracarnial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors
- Nano or not nano? A structured approach for identifying nanomaterials according to the European Commission's definition
- Mimicking the radiologists' workflow: estimating pediatric hand bone age with stacked deep neural networks
- Deep learning in diabetic foot ulcers detection: A comprehensive evaluation
- Data analysis with Shapley values for automatic subject selection in Alzheimer’s disease data sets using interpretable machine learning
- Static and Dynamic Accuracy and Occlusion Robustness of SteamVR Tracking 2.0 in Multi-Base Station Setups
- NanoDefiner Framework and e-Tool Revisited According to the European Commission’s Nanomaterial Definition 2022/C 229/01
- Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback
- Explainable AI in medical imaging: an overview for clinical practitioners
Sammelbandbeitrag
- Random-Forest-Implementierung auf SAP HANA
- Traditional feature engineering and deep learning approaches at medical classification task of ImageCLEF 2016
- The NanoDefiner e-tool
- Object detection featuring 3D audio localization for Microsoft HoloLens
- Proof-of-Property - a lightweight and scalable blockchain protocol
- Recognizing bird species in audio files using transfer learning
- Optimized convolutional neural network ensembles for medical subfigure classification
- Improving model performance for plant image classification with filtered noisy images
- Keyword generation for biomedical image retrieval with recurrent neural networks
- Radiology Objects in Context (ROCO)
- Adopting semantic information of grayscale radiographs for image classification and retrieval
- Optimizing body region classification with deep convolutional activation features
- Linguistic metadata augmented classifiers at the CLEF 2017 task for early detection of depression
- Early detection of depression based on linguistic metadata augmented classifiers revisited
- Word embeddings and linguistic metadata at the CLEF 2018 Tasks for early detection of depression and anorexia
- Prior art search in chemistry patents based on semantic concepts and co-citation analysis
- General sales forecast models for automobile markets based on time series analysis and data mining techniques
- Association between tumor infiltrating immune cells, circulating tumor cells in blood and disseminated tumor cells in the bone marrow in patients with primary ovarian cancer
- FHDO biomedical computer science group at medical classication task of ImageCLEF 2015
- Developing a machine learning workflow to explain black-box models for Alzheimer's disease classification
- Using Bayesian optimization to effectively tune random forest and XGBoost hyperparameters for early Alzheimer's disease diagnosis
- Combination of image and location information for snake species identification using object detection and EfficientNets
- ImageCLEF 2022: multimedia retrieval in medical, nature, fusion and internet applications
Konferenzpaper
- DETR and YOLOv5: Exploring Performance and Self-Training for Diabetic Foot Ulcer Detention
- Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning
- Overview of the ImageCLEFmed 2021 Concept & Caption Prediction Task
- EfficientNets and Vision Transformers for Snake Species Identification Using Image and Location Information
- Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers
- Heart Rate Estimation Based on Optical Flow : Enabling Smooth Angle Changes in Ultrasound Simulation
- Classification and Direction Detection of Ambient Sounds on Microsoft HoloLens to Support Hearing-impaired People
- Unconditionally Generated and Pseudo-Labeled Synthetic Images for Diabetic Foot Ulcer Segmentation Dataset Extension
- ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications
- PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints Using Literature Databases