| 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 | 1107 | 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 | 49 | 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 | 37 | 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 | 37 | 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 | 26 | 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 | 20 | 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 | 17 | 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 | 14 | 2020 |
| OGRE: Overlap Graph-based metagenomic Read clustEring M Balvert, T Hauptfeld, A Schönhuth, BE Dutilh Bioinformatics, 2020 | 10 | 2020 |
| Bi-objective goal programming for balancing costs vs. nutritional adequacy MF Koenen, M Balvert, H Fleuren Frontiers in Nutrition 9, 2022 | 9* | 2022 |
| 12 Grand challenges in single-cell data science D Laehnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ... PeerJ Preprints, 2019 | 8 | 2019 |
| 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 | 7 | 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 | 6 | 2019 |
| 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 | 5 | 2021 |
| Improving the quality, efficiency and robustness of radiation therapy planning and delivery through mathematical optimization M Balvert CentER, Tilburg University, 2017 | 5 | 2017 |
| 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 |
| 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 | 3 | 2021 |
| Iterative Rule Extension for Logic Analysis of Data: An MILP-Based Heuristic to Derive Interpretable Binary Classifiers from Large Data Sets M Balvert INFORMS Journal on Computing, 2024 | 2 | 2024 |
| Robust optimization of a radiotherapy pretreatment preparation workflow N Hoffmans-Holtzer, L Smolenaers, M Olofsen-van Acht, M Hoogeman, ... Physics in Medicine & Biology 69 (2), 025022, 2024 | 2 | 2024 |
Dick den HertogProfessor of Operations Research, University of AmsterdamVerified email at uva.nl
