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Frank Dondelinger
Frank Dondelinger
Director of Data Science, NBR Oncology, Novartis
Подтвержден адрес электронной почты в домене novartis.com - Главная страница
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Процитировано
Год
Features of 20 133 UK patients in hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: prospective observational cohort study
AB Docherty, EM Harrison, CA Green, HE Hardwick, R Pius, L Norman, ...
bmj 369, 2020
3717*2020
Wisdom of crowds for robust gene network inference
D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ...
Nature Methods, 2012
18012012
A pan-cancer proteomic perspective on The Cancer Genome Atlas
R Akbani, PKS Ng, HMJ Werner, M Shahmoradgoli, F Zhang, Z Ju, W Liu, ...
Nature Communications 5, 3887, 2014
5422014
ODE parameter inference using adaptive gradient matching with Gaussian processes
F Dondelinger, M Filippone, S Rogers, D Husmeier
Proceedings of the Sixteenth international conference on Artificial …, 2013
1372013
Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure
F Dondelinger, S Lèbre, D Husmeier
Machine Learning, 1-40, 2012
1152012
Looking beyond the hype: applied AI and machine learning in translational medicine
TS Toh, F Dondelinger, D Wang
EBioMedicine 47, 607-615, 2019
1112019
Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis
M Schweinsberg, M Feldman, N Staub, OR van den Akker, RCM van Aert, ...
Organizational Behavior and Human Decision Processes 165, 228-249, 2021
892021
Inferring species interaction networks from species abundance data: A comparative evaluation of various statistical and machine learning methods
A Faisal, F Dondelinger, D Husmeier, CM Beale
Ecological Informatics 5 (6), 451-464, 2010
652010
Causal network inference using biochemical kinetics
CJ Oates, F Dondelinger, N Bayani, J Korkola, JW Gray, S Mukherjee
Bioinformatics 30 (17), i468-i474, 2014
622014
The joint lasso: high-dimensional regression for group structured data
F Dondelinger, S Mukherjee, TADN Initiative
Biostatistics 21 (2), 219-235, 2018
45*2018
Heterogeneous continuous dynamic bayesian networks with flexible structure and inter-time segment information sharing
F Dondelinger, S Lebre, D Husmeier
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
372010
Cell cycle synchronisation of Trypanosoma brucei by centrifugal counter-flow elutriation reveals the timing of nuclear and kinetoplast DNA replication
C Benz, F Dondelinger, PG McKean, MD Urbaniak
Scientific reports 7 (1), 17599, 2017
302017
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks
D Husmeier, F Dondelinger, S Lebre
Advances in Neural Information Processing Systems, 901-909, 2010
302010
Circadian regulation of protein cargo in extracellular vesicles
CYC Yeung, F Dondelinger, EM Schoof, B Georg, Y Lu, Z Zheng, J Zhang, ...
Science advances 8 (14), eabc9061, 2022
292022
Dynamic Bayesian networks in molecular plant science: inferring gene regulatory networks from multiple gene expression time series
F Dondelinger, D Husmeier, S Lèbre
Euphytica 183, 361-377, 2012
272012
A statistical framework for assessing pharmacological response and biomarkers using uncertainty estimates
D Wang, J Hensman, G Kukaite, TS Toh, JR Dry, J Saez-Rodriguez, ...
eLife 9 (e60352), 2020
212020
Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study
N Städler, F Dondelinger, SM Hill, R Akbani, Y Lu, GB Mills, S Mukherjee
Bioinformatics 33 (18), 2890-2896, 2017
202017
The role of chronotype and reward processing in understanding social hierarchies in adolescence
J Lunn, T Wilcockson, T Donovan, F Dondelinger, G Perez Algorta, ...
Brain and behavior 11 (5), e02090, 2021
92021
Identification of intrinsic drug resistance and its biomarkers in High-throughput pharmacogenomic and CRISPR screens
I Ayestaran, A Galhoz, E Spiegel, B Sidders, JR Dry, F Dondelinger, ...
Patterns 1 (5), 2020
92020
Capturing the transcription factor interactome in response to sub-lethal insecticide exposure
VA Ingham, S Elg, SC Nagi, F Dondelinger
Current Research in Insect Science, 100018, 2021
72021
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Статьи 1–20