Petru Manescu

According to our database, Petru Manescu authored at least 11 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images.

Petru Manescu, Joseph Geradts, Delmiro Fernandez-Reyes

CoRR, 2023

2022

Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning.

Petru Manescu, Priya Narayanan, Christopher Bendkowski, Muna Elmi, Remy Claveau, Vijay Pawar, Biobele J. Brown, Mike J. Shaw, Anupama Rao, Delmiro Fernandez-Reyes

CoRR, 2022

2020

A Weakly Supervised Deep Learning Approach for Detecting Malaria and Sickle Cells in Blood Films.

Petru Manescu, Christopher Bendkowski, Remy Claveau, Muna Elmi, Biobele J. Brown, Vijay Pawar, Mike J. Shaw, Delmiro Fernandez-Reyes

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Data-Driven Malaria Prevalence Prediction in Large Densely-Populated Urban Holoendemic sub-Saharan West Africa: Harnessing Machine Learning Approaches and 22-years of Prospectively Collected Data.

Biobele J. Brown, Alexander A. Przybylski, Petru Manescu, Fabio Caccioli, Gbeminiyi Oyinloye, Muna Elmi, Michael J. Shaw, Vijay Pawar, Remy Claveau, John Shawe-Taylor, Mandayam A. Srinivasan, Nathaniel K. Afolabi, Adebola E. Orimadegun, Wasiu A. Ajetunmobi, Francis Akinkunmi, Olayinka Kowobari, Kikelomo Osinusi, Felix O. Akinbami, Samuel Omokhodion, Wuraola A. Shokunbi, Ikeoluwa Lagunju, Olugbemiro Sodeinde, Delmiro Fernandez-Reyes

CoRR, 2019

Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy.

Petru Manescu, Lydia Neary-Zajiczek, Michael J. Shaw, Muna Elmi, Remy Claveau, Vijay Pawar, John Shawe-Taylor, Iasonas Kokkinos, Mandayam A. Srinivasan, Ikeoluwa Lagunju, Olugbemiro Sodeinde, Biobele J. Brown, Delmiro Fernandez-Reyes

CoRR, 2019

Cell Image Segmentation Using Generative Adversarial Networks, Transfer Learning, and Augmentations.

Michael Majurski, Petru Manescu, Sarala Padi, Nicholas Schaub, Nathan Hotaling, Carl Simon Jr, Peter Bajcsy

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017

Accurate and interpretable classification of microspectroscopy pixels using artificial neural networks.

Petru Manescu, Young Jong Lee, Charles Camp, Marcus Cicerone, Mary Brady, Peter Bajcsy

Medical Image Anal., 2017

2016

Motion-induced Monte Carlo dose calculation using deformable tetrahedral meshes.

Yazid Touileb, Petru Manescu, Hamid Ladjal, Joseph Azencot, Michael Beuve, Behzad Shariat

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

4D positron emission tomography image reconstruction based on biomechanical respiratory motion.

Petru Manescu, Hamid Ladjal, Yazid Touileb, Joseph Azencot, Michael Beuve, Behzad Shariat

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2014

Four-dimensional radiotherapeutic dose calculation using biomechanical respiratory motion description.

Petru Manescu, Hamid Ladjal, Joseph Azencot, Michael Beuve, Etienne Testa, Behzad Shariat

Int. J. Comput. Assist. Radiol. Surg., 2014

2013

Human liver multiphysics modeling for 4D dosimetry during hadrontherapy.

Petru Manescu, Hamid Ladjal, Joseph Azencot, Michael Beuve, Behzad Shariat

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013