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Browse by Basel Advisors

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Doctoral Thesis

Mbilinyi, Ashery. Medical image retrieval for augmenting diagnostic radiology. 2023, Doctoral Thesis, University of Basel, Faculty of Science.

Hauke, Daniel J.. Hierarchical Bayesian Inference in Psychosis. 2022, Doctoral Thesis, University of Basel, Faculty of Science.

Starke, Georg Michael Joachim. Trusting Black-Box Algorithms? Ethical Challenges for Biomedical Machine Learning. 2022, Doctoral Thesis, University of Basel, Faculty of Science.

Samarin, Maxim. Machine Learning for Informed Representation Learning. 2022, Doctoral Thesis, University of Basel, Faculty of Science.

Gerig, Thomas. Gaussian Process Morphable Models for Spatially-Varying Multi-Scale Registration. 2021, Doctoral Thesis, University of Basel, Faculty of Science.

Parian-Scherb, Mahnaz. Gesture Similarity Learning and Retrieval in Large-Scale Real-world Video Collections. 2021, Doctoral Thesis, University of Basel, Faculty of Science.

Madsen, Dennis. A Probabilistic Surface Registration Framework with Applications to Partial Data Analysis. 2021, Doctoral Thesis, University of Basel, Faculty of Science.

Rahbani, Dana. Outlier Detection for Shape Model Fitting. 2021, Doctoral Thesis, University of Basel, Faculty of Science.

Wieser, Mario. Learning Invariant Representations for Deep Latent Variable Models. 2020, Doctoral Thesis, University of Basel, Faculty of Science.

Keller, Sebastian Mathias. Interpretable Machine Learning for Electro-encephalography. 2020, Doctoral Thesis, University of Basel, Faculty of Science.

Parbhoo, Sonali. Causal inference and interpretable machine learning for personalised medicine. 2019, Doctoral Thesis, University of Basel, Faculty of Science.

Righetto, Ricardo Diogo. Single particle 2D Electron crystallography for membrane protein structure determination. 2019, Doctoral Thesis, University of Basel, Faculty of Science.

Chaturvedi, Menorca. Computational methods for identifying biomarkers of cognitive decline in Parkinson's disease using Quantitative EEG. 2019, Doctoral Thesis, University of Basel, Faculty of Science.

Biyani, Nikhil. Novel image processing tools and techniques in cryo-electron microscopy. 2017, Doctoral Thesis, University of Basel, Faculty of Science.

Kaufmann, Dinu. Semi-parametric Gaussian copula models for machine learning. 2017, Doctoral Thesis, University of Basel, Faculty of Science.

Morel-Forster, Andreas. Generative shape and image analysis by combining Gaussian processes and MCMC sampling. 2016, Doctoral Thesis, University of Basel, Faculty of Science.

Rey, Mélanie. Copula models in machine learning. 2015, Doctoral Thesis, University of Basel, Faculty of Science.

Scherer, Sebastian. High-throughput high-resolution cryo-electron crystallography. 2015, Doctoral Thesis, University of Basel, Faculty of Science.

Dandey, Venkata Prasad. Study of protein structure by electron microscopy and single particle image processing. 2015, Doctoral Thesis, University of Basel, Faculty of Science.

Adametz, David. Invariances for Gaussian models. 2015, Doctoral Thesis, University of Basel, Faculty of Science.

Prabhakaran, Sandhya. Machine learning methods for HIV/AIDS diagnostics and therapy planning. 2014, Doctoral Thesis, University of Basel, Faculty of Science.

Jud, Christoph. Object segmentation by fitting statistical shape models : a Kernel-based approach with application to wisdom tooth segmentation from CBCT images. 2014, Doctoral Thesis, University of Basel, Faculty of Science.

Vogt, Julia. Supervised & unsupervised transfer learning. 2013, Doctoral Thesis, University of Basel, Faculty of Science.

Blumer, Clemens. Dendritic spine detection and segmentation for 4D 2-photon microscopy data using statistical models from digitally reconstructed fluorescence images. 2013, Doctoral Thesis, University of Basel, Faculty of Science.

Arheit, Marcel. Workflow automation for image analysis of 2D crystals of membrane proteins. 2013, Doctoral Thesis, University of Basel, Faculty of Science.

Shankar Raman, Sudhir. Bayesian grouped variable selection. 2012, Doctoral Thesis, University of Basel, Faculty of Science.