| Structure-preserving color normalization and sparse stain separation for histological images A Vahadane, T Peng, A Sethi, S Albarqouni, L Wang, M Baust, K Steiger, ... IEEE transactions on medical imaging 35 (8), 1962-1971, 2016 | 792 | 2016 |
| A BaSiC tool for background and shading correction of optical microscopy images T Peng, K Thorn, T Schroeder, L Wang, FJ Theis, C Marr, N Navab Nature communications 8 (1), 14836, 2017 | 300 | 2017 |
| Deep learning improves macromolecule identification in 3D cellular cryo-electron tomograms E Moebel, A Martinez-Sanchez, L Lamm, RD Righetto, W Wietrzynski, ... Nature methods 18 (11), 1386-1394, 2021 | 140 | 2021 |
| BACE inhibition-dependent repair of Alzheimer’s pathophysiology AD Keskin, M Kekuš, H Adelsberger, U Neumann, DR Shimshek, B Song, ... Proceedings of the National Academy of Sciences 114 (32), 8631-8636, 2017 | 122 | 2017 |
| Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study SJ Wagner, D Reisenbüchler, NP West, JM Niehues, J Zhu, S Foersch, ... Cancer Cell 41 (9), 1650-1661. e4, 2023 | 99 | 2023 |
| A three-state mathematical model of hyperthermic cell death DP O’Neill, T Peng, P Stiegler, U Mayrhauser, S Koestenbauer, ... Annals of biomedical engineering 39, 570-579, 2011 | 87 | 2011 |
| Image-based multi-scale modelling and validation of radio-frequency ablation in liver tumours S Payne, R Flanagan, M Pollari, T Alhonnoro, C Bost, D O'Neill, T Peng, ... Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2011 | 68 | 2011 |
| Multivariate system identification for cerebral autoregulation T Peng, AB Rowley, PN Ainslie, MJ Poulin, SJ Payne Annals of biomedical engineering 36 (2), 308-320, 2008 | 65 | 2008 |
| Wavelet phase synchronization analysis of cerebral blood flow autoregulation T Peng, AB Rowley, PN Ainslie, MJ Poulin, SJ Payne IEEE Transactions on Biomedical Engineering 57 (4), 960-968, 2010 | 54 | 2010 |
| Multi-task learning of a deep k-nearest neighbour network for histopathological image classification and retrieval T Peng, M Boxberg, W Weichert, N Navab, C Marr Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 51 | 2019 |
| Structure-preserving multi-domain stain color augmentation using style-transfer with disentangled representations SJ Wagner, N Khalili, R Sharma, M Boxberg, C Marr, W De Back, T Peng Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 50 | 2021 |
| A two-equation coupled system for determination of liver tissue temperature during thermal ablation T Peng, DP O’Neill, SJ Payne International Journal of Heat and Mass Transfer 54 (9-10), 2100-2109, 2011 | 48 | 2011 |
| MemBrain: A deep learning-aided pipeline for detection of membrane proteins in Cryo-electron tomograms L Lamm, RD Righetto, W Wietrzynski, M Pöge, A Martinez-Sanchez, ... Computer methods and programs in biomedicine 224, 106990, 2022 | 44 | 2022 |
| Multiclass deep active learning for detecting red blood cell subtypes in brightfield microscopy A Sadafi, N Koehler, A Makhro, A Bogdanova, N Navab, C Marr, T Peng Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 40 | 2019 |
| Attention based multiple instance learning for classification of blood cell disorders A Sadafi, A Makhro, A Bogdanova, N Navab, T Peng, S Albarqouni, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 39 | 2020 |
| The effects of age on the spontaneous low-frequency oscillations in cerebral and systemic cardiovascular dynamics T Peng, PN Ainslie, JD Cotter, C Murrell, K Thomas, MJA Williams, ... Physiological measurement 29 (9), 1055, 2008 | 35 | 2008 |
| Local attention graph-based transformer for multi-target genetic alteration prediction D Reisenbüchler, SJ Wagner, M Boxberg, T Peng International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 27 | 2022 |
| Mathematical modeling of thermal ablation SJ Payne, T Peng, DP O'Neill Critical Reviews™ in Biomedical Engineering 38 (1), 2010 | 23 | 2010 |
| The effects of respiratory CO2 fluctuations in the resting-state BOLD signal differ between eyes open and eyes closed T Peng, R Niazy, SJ Payne, RG Wise Magnetic resonance imaging 31 (3), 336-345, 2013 | 22 | 2013 |
| MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomography L Lamm, S Zufferey, RD Righetto, W Wietrzynski, KA Yamauchi, A Burt, ... bioRxiv, 2024.01. 05.574336, 2024 | 21 | 2024 |
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
