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2019

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.

2017

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.

2016

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

2015

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.

2014

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.

2013

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.

2012

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