Research output per year
Research output per year
Search results
-
2023
A probabilistic deep learning model of inter-fraction anatomical variations in radiotherapy
Pastor-Serrano, O., Habraken, S., Hoogeman, M., Lathouwers, D., Schaart, D., Nomura, Y., Xing, L. & Perkó, Z., 2023, In: Physics in medicine and biology. 68, 8, 085018.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile68 Downloads (Pure) -
Artificial Intelligence in Radiotherapy: Probabilistic Deep Learning for Dose Prediction and Anatomy Modeling
Pastor Serrano, O., 2023, 131 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile46 Downloads (Pure) -
Learning image representations for content-based image retrieval of radiotherapy treatment plans
Huang, C., Vasudevan, V., Pastor-Serrano, O., Islam, M. T., Nomura, Y., Dubrowski, P., Wang, J. Y., Schulz, J. B., Yang, Y. & More Authors, 2023, In: Physics in medicine and biology. 68, 9, 12 p., 095025.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)10 Downloads (Pure) -
Sub-second photon dose prediction via transformer neural networks
Pastor-Serrano, O., Dong, P., Huang, C., Xing, L. & Perkó, Z., 2023, In: Medical Physics. 50, 5, p. 3159-3171Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)64 Downloads (Pure) -
2022
Millisecond speed deep learning based proton dose calculation with Monte Carlo accuracy
Pastor-Serrano, O. & Perkó, Z., 2022, In: Physics in Medicine and Biology. 67, 10, p. 18 18 p., 105006.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile14 Citations (Scopus)197 Downloads (Pure) -
2021
A semi-supervised autoencoder framework for joint generation and classification of breathing
Pastor-Serrano, O., Lathouwers, D. & Perkó, Z., 2021, In: Computer Methods and Programs in Biomedicine. 209, 15 p., 106312.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)101 Downloads (Pure) -
How should we model and evaluate breathing interplay effects in IMPT?
Pastor-Serrano, O., Habraken, S., Lathouwers, D., Hoogeman, M., Schaart, D. & Perkó, Z., 2021, In: Physics in Medicine and Biology. 66, 23, 13 p., 235003.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)49 Downloads (Pure)