| Cell image segmentation using generative adversarial networks, transfer learning, and augmentations M Majurski, P Manescu, S Padi, N Schaub, N Hotaling, C Simon Jr, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 81 | 2019 |
| Deep learning predicts function of live retinal pigment epithelium from quantitative microscopy NJ Schaub, NA Hotaling, P Manescu, S Padi, Q Wan, R Sharma, ... The Journal of clinical investigation 130 (2), 1010-1023, 2020 | 53 | 2020 |
| Expert‐level automated malaria diagnosis on routine blood films with deep neural networks P Manescu, MJ Shaw, M Elmi, L Neary‐Zajiczek, R Claveau, V Pawar, ... American Journal of Hematology 95 (8), 883-891, 2020 | 39 | 2020 |
| Digital refocusing and extended depth of field reconstruction in Fourier ptychographic microscopy R Claveau, P Manescu, M Elmi, V Pawar, M Shaw, D Fernandez-Reyes Biomedical optics express 11 (1), 215-226, 2020 | 31 | 2020 |
| Data-driven malaria prevalence prediction in large densely populated urban holoendemic sub-Saharan West Africa BJ Brown, P Manescu, AA Przybylski, F Caccioli, G Oyinloye, M Elmi, ... Scientific Reports 10 (1), 15918, 2020 | 19 | 2020 |
| A weakly supervised deep learning approach for detecting malaria and sickle cells in blood films P Manescu, C Bendkowski, R Claveau, M Elmi, BJ Brown, V Pawar, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 16 | 2020 |
| Accurate and interpretable classification of microspectroscopy pixels using artificial neural networks P Manescu, YJ Lee, C Camp, M Cicerone, M Brady, P Bajcsy Medical image analysis 37, 37-45, 2017 | 16 | 2017 |
| Four-dimensional radiotherapeutic dose calculation using biomechanical respiratory motion description P Manescu, H Ladjal, J Azencot, M Beuve, E Testa, B Shariat International journal of computer assisted radiology and surgery 9, 449-457, 2014 | 12 | 2014 |
| Detection of acute promyelocytic leukemia in peripheral blood and bone marrow with annotation-free deep learning P Manescu, P Narayanan, C Bendkowski, M Elmi, R Claveau, V Pawar, ... Scientific Reports 13 (1), 2562, 2023 | 11 | 2023 |
| Optical mesoscopy, machine learning, and computational microscopy enable high information content diagnostic imaging of blood films M Shaw, R Claveau, P Manescu, M Elmi, BJ Brown, R Scrimgeour, ... The Journal of pathology 255 (1), 62-71, 2021 | 11 | 2021 |
| Network topological determinants of pathogen spread M Pérez-Ortiz, P Manescu, F Caccioli, D Fernández-Reyes, P Nachev, ... Scientific Reports 12 (1), 7692, 2022 | 10 | 2022 |
| Structure-dependent amplification for denoising and background correction in Fourier ptychographic microscopy R Claveau, P Manescu, D Fernandez-Reyes, M Shaw Optics Express 28 (24), 35438-35453, 2020 | 9 | 2020 |
| Comparison of Artificial Intelligence based approaches to cell function prediction S Padi, P Manescu, N Schaub, N Hotaling, C Simon Jr, K Bharti, P Bajcsy Informatics in medicine unlocked 18, 100270, 2020 | 8 | 2020 |
| Motion compensation for PET image reconstruction using deformable tetrahedral meshes P Manescu, H Ladjal, J Azencot, M Beuve, B Shariat Physics in Medicine & Biology 60 (24), 9269, 2015 | 7 | 2015 |
| Human liver multiphysics modeling for 4D dosimetry during hadrontherapy P Manescu, H Ladjal, J Azencot, M Beuve, B Shariat 2013 IEEE 10th International Symposium on Biomedical Imaging, 472-475, 2013 | 7 | 2013 |
| Deep learning enhanced extended depth-of-field for thick blood-film malaria high-throughput microscopy P Manescu, LN Zajiczek, MJ Shaw, M Elmi, R Claveau, V Pawar, ... arXiv preprint arXiv:1906.07496, 2019 | 6 | 2019 |
| 4D radiotherapeutic dose calculation using biomechanical respiratory motion description PS Manescu, H Ladjal, J Azencot, M Beuve, E Testa, B Shariat International Journal of Computer Assisted Radiology and Surgery, Springer, 2013 | 3 | 2013 |
| Content aware multi-focus image fusion for high-magnification blood film microscopy P Manescu, M Shaw, L Neary-Zajiczek, C Bendkowski, R Claveau, M Elmi, ... Biomedical Optics Express 13 (2), 1005-1016, 2022 | 2 | 2022 |
| Data-driven malaria prevalence prediction in large densely-populated urban holoendemic sub-Saharan West Africa: Harnessing machine learning approaches and 22-years of … BJ Brown, AA Przybylski, P Manescu, F Caccioli, G Oyinloye, M Elmi, ... arXiv preprint arXiv:1906.07502, 2019 | 2 | 2019 |
| Impact of sampling and augmentation on generalization accuracy of microscopy image segmentation methods M Majurski, P Manescu, J Chalfoun, P Bajcsy, M Brady Ecology 26, 297-302, 2018 | 2 | 2018 |
