Florian Buettner

发表

Computational assignment of cell-cycle stage from single-cell transcriptome data.

Sarah A Teichmann, Antonio Scialdone, Kedar N Natarajan, 2015, Methods.

Optical trapping dynamics for cell identification

Giovanni Volpe, Gajendra P. Singh, Dmitri Petrov, 2006, SPIE Optics + Photonics.

Using dose-surface maps to predict radiation-induced rectal bleeding: a neural network approach

Steve Webb, Mike Partridge, Florian Buettner, 2009, Physics in medicine and biology.

Post-hoc Uncertainty Calibration for Domain Drift Scenarios

Daniel Cremers, Florian Buettner, Christian Tomani, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Multi-output Gaussian Processes for Uncertainty-aware Recommender Systems

Yinchong Yang, Florian Buettner, F. Buettner, 2021, UAI.

Hierarchical Variational Auto-Encoding for Unsupervised Domain Generalization

Xudong Sun, Florian Buettner, F. Buettner, 2021, 2101.09436.

KDD Health Day/DSHealth 2021: Joint KDD 2021 Health Day and 2021 KDD Workshop on Applied Data Science for Healthcare: State of XAI and Trustworthiness in Health

Jiang Bian, Pei-Yun Sabrina Hsueh, Gregor Stiglic, 2021, KDD.

Encoding Domain Information with Sparse Priors for Inferring Explainable Latent Variables pdf

Florian Buettner, Arber Qoku, 2021, ArXiv.

Parameterized Temperature Scaling for Boosting the Expressive Power in Post-Hoc Uncertainty Calibration pdf

Daniel Cremers, Florian Buettner, Christian Tomani, 2021, ArXiv.

Characterisation of transcriptional networks in blood stem and progenitor cells using high-throughput single cell gene expression analysis

Fabian J. Theis, Anagha Joshi, Berthold Göttgens, 2013, Nature Cell Biology.

Design and Selection of Machine Learning Methods Using Radiomics and Dosiomics for Normal Tissue Complication Probability Modeling of Xerostomia

Mark Bangert, Florian Buettner, Florian Sterzing, 2018, Front. Oncol..

Single-cell transcriptomic reconstruction reveals cell cycle and multi-lineage differentiation defects in Bcl11a-deficient hematopoietic stem cells

Sarah A. Teichmann, Aleksandra A. Kolodziejczyk, Florian Buettner, 2015, Genome Biology.

A modular framework for gene set analysis integrating multilevel omics data

Fabian J. Theis, Fabian J Theis, Florian Buettner, 2013, Nucleic acids research.

Modeling late rectal toxicities based on a parameterized representation of the 3D dose distribution

Steve Webb, Mike Partridge, Florian Buettner, 2011, Physics in medicine and biology.

Assessing correlations between the spatial distribution of the dose to the rectal wall and late rectal toxicity after prostate radiotherapy: an analysis of data from the MRC RT01 trial (ISRCTN 47772397)

Steve Webb, Mike Partridge, Florian Buettner, 2009, Physics in medicine and biology.

The dose-response of the anal sphincter region--an analysis of data from the MRC RT01 trial.

Steve Webb, Mike Partridge, Florian Buettner, 2012, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Multi-Omics factor analysis - a framework for unsupervised integration of multi-omic data sets

Wolfgang Huber, John C. Marioni, Britta Velten, 2018 .

Dosimetric impact of motion in free-breathing and gated lung radiotherapy: a 4D Monte Carlo study of intrafraction and interfraction effects.

Joao Seco, Harald Paganetti, Florian Buettner, 2007, Medical physics.

Diffusion pseudotime robustly reconstructs lineage branching

Fabian J. Theis, F. Alexander Wolf, Laleh Haghverdi, 2016 .

Combined Single-Cell Functional and Gene Expression Analysis Resolves Heterogeneity within Stem Cell Populations

Fabian J. Theis, Berthold Göttgens, Chris P. Ponting, 2015, Cell stem cell.

Single-cell RNA-sequencing of differentiating iPS cells reveals dynamic genetic effects on gene expression

John C. Marioni, Ewan Birney, Daniel D. Seaton, 2020, Nature Communications.