Human liver multiphysics modeling for 4D dosimetry during hadrontherapy. - Petru Manescu; Hamid Ladjal; Joseph Azencot; Michael Beuve; Behzad Shariat (ISBI, 2013)

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)

4D positron emission tomography image reconstruction based on biomechanical respiratory motion. - Petru Manescu; Hamid Ladjal; Yazid Touileb; Joseph Azencot; Michael Beuve; Behzad Shariat (ISBI, 2016)

Motion-induced Monte Carlo dose calculation using deformable tetrahedral meshes. - Yazid Touileb; Petru Manescu; Hamid Ladjal; Joseph Azencot; Michael Beuve; Behzad Shariat (ISBI, 2016)

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)

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 (CVPR Workshops, 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; et al. (CoRR, 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; et al. (CoRR, 2019)

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 (MICCAI (5), 2020)

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)

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)

Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization. - Jeremiah Fadugba; Patrick Köhler; Lisa M. Koch; Petru Manescu; Philipp Berens (CoRR, 2024)