| A deep-learning algorithm to classify skin lesions from mpox virus infection AH Thieme, Y Zheng, G Machiraju, C Sadee, M Mittermaier, M Gertler, ... Nature medicine 29 (3), 738-747, 2023 | 33 | 2023 |
| Spatial cellular architecture predicts prognosis in glioblastoma Y Zheng, F Carrillo-Perez, M Pizurica, DH Heiland, O Gevaert Nature Communications 14 (4122), 2023 | 19 | 2023 |
| Multimodal deep learning to predict prognosis in adult and pediatric brain tumors S Steyaert, YL Qiu, Y Zheng, P Mukherjee, H Vogel, O Gevaert Communications Medicine 3 (1), 44, 2023 | 14 | 2023 |
| Overexpression of IGF-1 during early development expands the number of mammary stem cells and primes them for transformation L Luo, A Santos, K Konganti, A Hillhouse, IU Lambertz, Y Zheng, ... Stem Cells 40 (3), 273-289, 2022 | 9 | 2022 |
| EpiMix is an integrative tool for epigenomic subtyping using DNA methylation Y Zheng, J Jun, K Brennan, O Gevaert Cell Reports Methods 3 (100515), 2023 | 3 | 2023 |
| Early dietary exposures epigenetically program mammary cancer susceptibility through Igf1-mediated expansion of the mammary stem cell compartment Y Zheng, L Luo, IU Lambertz, CJ Conti, R Fuchs-Young Cells 11 (16), 2558, 2022 | 3 | 2022 |
| Digital profiling of cancer transcriptomes from histology images with grouped vision attention Y Zheng, M Pizurica, F Carrillo-Perez, H Noor, W Yao, C Wohlfart, ... bioRxiv, 2023 | 2 | 2023 |
| Multimodal data fusion of adult and pediatric brain tumors with deep learning S Steyaert, YL Qiu, Y Zheng, P Mukherjee, H Vogel, O Gevaert medRxiv, 2022.09. 21.22280223, 2022 | 2 | 2022 |
| Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining X Zhan, Q Xu, Y Zheng, G Lu, O Gevaert arXiv preprint arXiv:2309.07332, 2023 | 1 | 2023 |
| RNA-to-image multi-cancer synthesis using cascaded diffusion models F Carrillo-Perez, M Pizurica, Y Zheng, TN Nandi, R Madduri, J Shen, ... bioRxiv, 2023.01. 13.523899, 2023 | 1 | 2023 |
| Deep learning uncovers morphological patterns of YAP1/TEAD activity related to disease aggressiveness in cancer patients B Schmauch, V Cabeli, O Darwiche-Domingues, JE Le Douget, A Hardy, ... Cancer Research 84 (6_Supplement), 7377-7377, 2024 | | 2024 |
| A radiogenomic approach for triple-negative breast cancer risk stratification H Noor, Y Zheng, A Mantz, R Zhou, A Kozlov, WB DeMartini, S Chen, ... Cancer Research 84 (6_Supplement), 3510-3510, 2024 | | 2024 |
| Generation of synthetic whole-slide image tiles of tumours from RNA-sequencing data via cascaded diffusion models F Carrillo-Perez, M Pizurica, Y Zheng, TN Nandi, R Madduri, J Shen, ... Nature Biomedical Engineering, 1-13, 2024 | | 2024 |
| Revealing cancer driver genes through integrative transcriptomic and epigenomic analyses with Moonlight M Nourbakhsh, Y Zheng, H Noor, M Tiberti, O Gevaert, E Papaleo bioRxiv, 2024.03. 14.584946, 2024 | | 2024 |
| Abstract LB272: Spatial cellular architecture predicts prognosis in glioblastoma Y Zheng, F Carrillo-Perez, M Pizurica, O Gevaert Cancer Research 83 (8_Supplement), LB272-LB272, 2023 | | 2023 |
| Prediction of cancer transcriptomes from whole-slide images with Vis-Gene Y Zheng, M Pizurica, F Carrillo-Perez, C Wohlfart, W Yao, N Shamout, ... Cancer Research 83 (7_Supplement), 4270-4270, 2023 | | 2023 |
| Using digital spatial profiling to analyse onco-immune-related gene expression within oropharyngeal tumours in relation to HPV and p16 status JM Brooks, Y Zheng, K Hunter, BE Willcox, O Gevaert, H Mehanna medRxiv, 2023.11. 17.23298621, 2023 | | 2023 |
| EARLY HIGH-FAT DIETARY EXPOSURES EPIGENETICALLY PROGRAM MAMMARY CANCER SUSCEPTIBILITY Y Zheng | | 2021 |
