| 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 | 842 | 2020 |
| 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 | 39 | 2019 |
| 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 | 32 | 2018 |
| An image representation based convolutional network for DNA classification B Yin, M Balvert, D Zambrano, A Schönhuth, S Bohte ICLR 2018-6th International Conference on Learning Representations, 1-17, 2018 | 32 | 2018 |
| 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 | 24 | 2015 |
| 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 | 23 | 2015 |
| Fast approximate delivery of fluence maps for IMRT and VMAT M Balvert, D Craft Physics in Medicine & Biology 62 (4), 1225, 2017 | 19 | 2017 |
| 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 | 12 | 2019 |
| 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 | 9 | 2020 |
| 12 Grand challenges in single-cell data science D Laehnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ... PeerJ Preprints, 2019 | 9 | 2019 |
| OGRE: Overlap Graph-based metagenomic Read clustEring M Balvert, T Hauptfeld, A Schönhuth, BE Dutilh Bioinformatics, 2020 | 6 | 2020 |
| 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 | 4 | 2021 |
| 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 | 4 | 2019 |
| 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 | 4 | 2019 |
| Improving the quality, efficiency and robustness of radiation therapy planning and delivery through mathematical optimization M Balvert CentER, Tilburg University, 2017 | 4 | 2017 |
| Bi-objective goal programming for balancing costs vs. nutritional adequacy MF Koenen, M Balvert, H Fleuren Frontiers in Nutrition 9, 2022 | 2* | 2022 |
| 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 | 2 | 2021 |
| 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 | 2 | 2021 |
| 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 | 1 | 2018 |
| Robust optimization of a radiotherapy pretreatment preparation workflow NA Hoffmans-Holtzer, L Smolenaers, M Olofsen-van Acht, MS Hoogeman, ... Physics in Medicine and Biology, 2023 | | 2023 |
Dick den HertogProfessor of Operations Research, University of AmsterdamVerified email at uva.nl
