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Petru Manescu
Petru Manescu
University College London, Department of Computer Science
Bestätigte E-Mail-Adresse bei ucl.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
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
812019
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
532020
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
382020
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
312020
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
192020
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
162020
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
162017
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
122014
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
112023
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
112021
Network topological determinants of pathogen spread
M Pérez-Ortiz, P Manescu, F Caccioli, D Fernández-Reyes, P Nachev, ...
Scientific Reports 12 (1), 7692, 2022
102022
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
92020
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
82020
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
72015
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
72013
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
62019
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
32013
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
22022
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
22019
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
22018
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