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Marleen Balvert
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Eleven grand challenges in single-cell data science
D Lähnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ...
Genome biology 21 (1), 1-35, 2020
4982020
Using the structure of genome data in the design of deep neural networks for predicting amyotrophic lateral sclerosis from genotype
B Yin, M Balvert, RAA van der Spek, BE Dutilh, S Bohté, J Veldink, ...
Bioinformatics 35 (14), i538-i547, 2019
292019
An image representation based convolutional network for DNA classification
B Yin, M Balvert, D Zambrano, A Schönhuth, S Bohte
arXiv preprint arXiv:1806.04931, 2018
292018
Dwell time modulation restrictions do not necessarily improve treatment plan quality for prostate HDR brachytherapy
M Balvert, BL Gorissen, D den Hertog, AL Hoffmann
Physics in medicine and biology 60 (2), 537, 2015
232015
A framework for inverse planning of beam-on times for 3D small animal radiotherapy using interactive multi-objective optimisation
M Balvert, SJ van Hoof, PV Granton, D Trani, D den Hertog, AL Hoffmann, ...
Physics in Medicine & Biology 60 (14), 5681, 2015
212015
Fast approximate delivery of fluence maps for IMRT and VMAT
M Balvert, D Craft
Physics in Medicine & Biology 62 (4), 1225, 2017
172017
12 Grand challenges in single-cell data science
D Laehnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ...
PeerJ Preprints, 2019
92019
Robust Optimization of Dose-Volume Metrics for Prostate HDR-Brachytherapy Incorporating Target and OAR Volume Delineation Uncertainties
M Balvert, D den Hertog, AL Hoffmann
INFORMS Journal on Computing, 2019
72019
A universal and structured way to derive dual optimization problem formulations
K Roos, M Balvert, BL Gorissen, D den Hertog
Informs Journal on Optimization 2 (4), 229-255, 2020
42020
OGRE: Overlap Graph-based metagenomic Read clustEring
M Balvert, T Hauptfeld, A Schönhuth, BE Dutilh
Bioinformatics, 2020
42020
Dynamic fluence map sequencing using piecewise linear leaf position functions
M Kelly, JHM van Amerongen, M Balvert, D Craft
Biomedical Physics & Engineering Express 5 (2), 025036, 2019
42019
Improving the quality, efficiency and robustness of radiation therapy planning and delivery through mathematical optimization
M Balvert
CentER, Tilburg University, 2017
42017
Forecasting the spread of SARS-CoV-2 is inherently ambiguous given the current state of virus research
M Koenen, M Balvert, R Brekelmans, H Fleuren, V Stienen, J Wagenaar
Plos one 16 (3), e0245519, 2021
22021
A Drug Recommendation System (Dr. S) for cancer cell lines
M Balvert, G Patoulidis, A Patti, TM Deist, C Eyler, BE Dutilh, A Schönhuth, ...
arXiv preprint arXiv:1912.11548, 2019
22019
Robust dose‐painting‐by‐numbers vs. nonselective dose escalation for non‐small cell lung cancer patients
SF Petit, S Breedveld, J Unkelbach, D den Hertog, M Balvert
Medical physics 48 (6), 3096-3108, 2021
12021
Uncertainties in dose-response relations strongly affect the expected gains of robust dose-painting
S Petit, S Breedveld, J Unkelbach, D Den Hertog, M Balvert
Radiotherapy and Oncology 127, S478-S479, 2018
12018
Predicting Human Body Dimensions from Single Images: a first step in automatic malnutrition detection
H MohammedKhan, M Balvert, C Guven, E Postma
CAIP 2021: Proceedings of the 1st International Conference on AI for People …, 2021
2021
Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets
M Balvert
arXiv preprint arXiv:2110.13664, 2021
2021
A universal and structured way to derive dual optimization
K Roos, M Balvert, BL Gorissen, D den Hertog
2019
Artificial Intelligence: understanding Diseases that People Cannot understand?
M Balvert, A Schonhuth
ERCIM News, 19-20, 2019
2019
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Articles 1–20