Research output per year
Research output per year
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Automated detection and segmentation of non-small cell lung cancer computed tomography images
Primakov, S. P., Ibrahim, A., van Timmeren, J. E., Wu, G. Y., Keek, S. A., Beuque, M., Granzier, R. W. Y., Lavrova, E., Scrivener, M., Sanduleanu, S., Kayan, E., Halilaj, I., Lenaers, A., Wu, J. L., Monshouwer, R., Geets, X., Gietema, H. A., Hendriks, L. E. L., Morin, O., Jochems, A., & 2 others, 14 Jun 2022, In: Nature Communications. 13, 1, 12 p., 3423.Research output: Contribution to journal › Article › Academic › peer-review
Open Access4 Citations (Web of Science) -
Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics
Keek, S. A., Beuque, M., Primakov, S., Woodruff, H. C., Chatterjee, A., van Timmeren, J. E., Vallières, M., Hendriks, L. E. L., Kraft, J., Andratschke, N., Braunstein, S. E., Morin, O. & Lambin, P., 13 Jul 2022, In: Frontiers in Oncology. 12, 13 p., 920393.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
The creation of a large set of realistic synthetic microcalcification clusters for simulation in (contrast-enhanced) mammography images
Van Camp, A., Cockmartin, L., Beuque, M., Woodruff, H., Marshall, N., Lambin, P. & Bosmans, H., 2022, MEDICAL IMAGING 2022: PHYSICS OF MEDICAL IMAGING. Zhao, W. & Yu, L. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, 9 p. 120310V. (Proceedings of SPIE; No. 120310V, Vol. 12031).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Machine learning for grading and prognosis of esophageal dysplasia using mass spectrometry and histological imaging
Beuque, M., Martin-Lorenzo, M., Balluff, B., Woodruff, H. C., Lucas, M., de Bruin, D. M., van Timmeren, J. E., de Boer, O. J., Heeren, R. M. A., Meijer, S. L. & Lambin, P., 1 Nov 2021, In: Computers in Biology and Medicine. 138, 8 p., 104918.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Web of Science)17 Downloads (Pure) -
Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework
Ibrahim, A., Primakov, S., Beuque, M., Woodruff, H. C., Halilaj, I., Wu, G., Refaee, T., Granzier, R., Widaatalla, Y., Hustinx, R., Mottaghy, F. M. & Lambin, P., 1 Apr 2021, In: Methods. 188, p. 20-29 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access75 Citations (Web of Science)