| Data-analysis strategies for image-based cell profiling JC Caicedo, S Cooper, F Heigwer, S Warchal, P Qiu, C Molnar, ... Nature methods 14 (9), 849-863, 2017 | 507 | 2017 |
| Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl JC Caicedo, A Goodman, KW Karhohs, BA Cimini, J Ackerman, ... Nature methods 16 (12), 1247-1253, 2019 | 398 | 2019 |
| Multiresolution knowledge distillation for anomaly detection M Salehi, N Sadjadi, S Baselizadeh, MH Rohban, HR Rabiee Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 177 | 2021 |
| A dataset of images and morphological profiles of 30 000 small-molecule treatments using the Cell Painting assay MA Bray, SM Gustafsdottir, MH Rohban, S Singh, V Ljosa, KL Sokolnicki, ... Gigascience 6 (12), 1-5, 2017 | 114 | 2017 |
| Systematic morphological profiling of human gene and allele function via Cell Painting MH Rohban, S Singh, X Wu, JB Berthet, MA Bray, Y Shrestha, X Varelas, ... Elife 6, e24060, 2017 | 104 | 2017 |
| A unified survey on anomaly, novelty, open-set, and out-of-distribution detection: Solutions and future challenges M Salehi, H Mirzaei, D Hendrycks, Y Li, MH Rohban, M Sabokrou Transactions on Machine Learning Research (TMLR), 2021 | 73 | 2021 |
| Supervised neighborhood graph construction for semi-supervised classification MH Rohban, HR Rabiee Pattern Recognition 45 (4), 1363-1372, 2012 | 73 | 2012 |
| Topic discovery through data dependent and random projections W Ding, MH Rohban, P Ishwar, V Saligrama International Conference on Machine Learning, 1202-1210, 2013 | 65 | 2013 |
| Arae: Adversarially robust training of autoencoders improves novelty detection M Salehi, A Arya, B Pajoum, M Otoofi, A Shaeiri, MH Rohban, HR Rabiee Neural Networks 144, 726-736, 2021 | 38 | 2021 |
| Puzzle-ae: Novelty detection in images through solving puzzles M Salehi, A Eftekhar, N Sadjadi, MH Rohban, HR Rabiee arXiv preprint arXiv:2008.12959, 2020 | 38 | 2020 |
| Capturing single-cell heterogeneity via data fusion improves image-based profiling MH Rohban, HS Abbasi, S Singh, AE Carpenter Nature communications 10 (1), 2082, 2019 | 33 | 2019 |
| Active learning from positive and unlabeled data A Ghasemi, HR Rabiee, M Fadaee, MT Manzuri, MH Rohban 2011 IEEE 11th International Conference on Data Mining Workshops, 244-250, 2011 | 33 | 2011 |
| Machine learning and orthodontics, current trends and the future opportunities: A scoping review H Mohammad-Rahimi, M Nadimi, MH Rohban, E Shamsoddin, VY Lee, ... American Journal of Orthodontics and Dentofacial Orthopedics 160 (2), 170 …, 2021 | 31 | 2021 |
| Deep learning for caries detection: A systematic review H Mohammad-Rahimi, SR Motamedian, MH Rohban, J Krois, SE Uribe, ... Journal of Dentistry 122, 104115, 2022 | 27 | 2022 |
| Skin detection using contourlet-based texture analysis M Fotouhi, MH Rohban, S Kasaei 2009 Fourth International Conference on Digital Telecommunications, 59-64, 2009 | 27 | 2009 |
| Morphology and gene expression profiling provide complementary information for mapping cell state GP Way, T Natoli, A Adeboye, L Litichevskiy, A Yang, X Lu, JC Caicedo, ... Cell systems 13 (11), 911-923. e9, 2022 | 26 | 2022 |
| Efficient distributed topic modeling with provable guarantees W Ding, M Rohban, P Ishwar, V Saligrama Artificial Intelligence and Statistics, 167-175, 2014 | 26 | 2014 |
| A bayesian approach to the data description problem A Ghasemi, HR Rabiee, MT Manzuri, MH Rohban Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 907-913, 2012 | 21 | 2012 |
| Minimax optimal sparse signal recovery with Poisson statistics MH Rohban, V Saligrama, DM Vaziri IEEE Transactions on Signal Processing 64 (13), 3495-3508, 2016 | 17 | 2016 |
| Active one-class learning by kernel density estimation A Ghasemi, MT Manzuri, HR Rabiee, MH Rohban, S Haghiri 2011 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2011 | 17 | 2011 |
Anne E. CarpenterInstitute Scientist and Imaging Platform Director, Broad Institute of Harvard and MITVerified email at broadinstitute.org
