| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning N Coudray*, PS Ocampo*, T Sakellaropoulos, N Narula, M Snuderl, ... Nature medicine 24 (10), 1559, 2018 | 2463 | 2018 |
| Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma P Johannet*, N Coudray*, DM Donnelly, G Jour, I Illa-Bochaca, Y Xia, ... Clinical Cancer Research 27 (1), 131-140, 2021 | 132 | 2021 |
| Inward-facing conformation of the zinc transporter YiiP revealed by cryoelectron microscopy N Coudray, S Valvo, M Hu, R Lasala, C Kim, M Vink, M Zhou, D Provasi, ... Proceedings of the National Academy of Sciences 110 (6), 2140-2145, 2013 | 123 | 2013 |
| Robust threshold estimation for images with unimodal histograms N Coudray, JL Buessler, JP Urban Pattern Recognition Letters 31 (9), 1010-1019, 2010 | 75 | 2010 |
| Structural basis for the alternating access mechanism of the cation diffusion facilitator YiiP ML Lopez-Redondo*, N Coudray*, Z Zhang, J Alexopoulos, DL Stokes Proceedings of the National Academy of Sciences 115 (12), 3042-3047, 2018 | 63 | 2018 |
| LetB Structure Reveals a Tunnel for Lipid Transport across the Bacterial Envelope GL Isom*, N Coudray*, MR MacRae, CT McManus, DC Ekiert, G Bhabha Cell 181 (3), 653-664. e19, 2020 | 58 | 2020 |
| The transition state and regulation of γ-TuRC-mediated microtubule nucleation revealed by single molecule microscopy A Thawani, MJ Rale, N Coudray, G Bhabha, HA Stone, JW Shaevitz, ... ELife 9, e54253, 2020 | 57 | 2020 |
| Structure of bacterial phospholipid transporter MlaFEDB with substrate bound N Coudray*, GL Isom*, MR MacRae*, MN Saiduddin, G Bhabha, ... eLife 9, e62518, 2020 | 55 | 2020 |
| Density measurement of fine aerosol fractions from wood combustion sources using ELPI distributions and image processing techniques N Coudray, A Dieterlen, E Roth, G Trouvé Fuel 88 (5), 947-954, 2009 | 49 | 2009 |
| Structure of the radial spoke head and insights into its role in mechanoregulation of ciliary beating I Grossman-Haham, N Coudray, Z Yu, F Wang, N Zhang, G Bhabha, ... Nature Structural & Molecular Biology 28 (1), 20-28, 2021 | 48 | 2021 |
| A deep learning approach for rapid mutational screening in melanoma RH Kim, S Nomikou, N Coudray, G Jour, Z Dawood, R Hong, E Esteva, ... BioRxiv, 610311, 2019 | 46 | 2019 |
| Automated screening of 2D crystallization trials using transmission electron microscopy: a high-throughput tool-chain for sample preparation and microscopic analysis N Coudray, G Hermann, D Caujolle-Bert, A Karathanou, F Erne-Brand, ... Journal of structural biology 173 (2), 365-374, 2011 | 40 | 2011 |
| Structure of the SLC4 transporter Bor1p in an inward‐facing conformation N Coudray, S L Seyler, R Lasala, Z Zhang, KM Clark, ME Dumont, ... Protein Science 26 (1), 130-145, 2017 | 38 | 2017 |
| Deep learning links histology, molecular signatures and prognosis in cancer N Coudray, A Tsirigos Nature Cancer 1 (8), 755-757, 2020 | 37 | 2020 |
| Structure of MlaFB uncovers novel mechanisms of ABC transporter regulation LR Kolich*, YT Chang*, N Coudray*, SI Giacometti, MR MacRae, GL Isom, ... Elife 9, e60030, 2020 | 36 | 2020 |
| HEAL: an automated deep learning framework for cancer histopathology image analysis Y Wang, N Coudray, Y Zhao, F Li, C Hu, YZ Zhang, S Imoto, A Tsirigos, ... Bioinformatics 37 (22), 4291-4295, 2021 | 29 | 2021 |
| Deep learning and pathomics analyses reveal cell nuclei as important features for mutation prediction of BRAF-mutated melanomas RH Kim*, S Nomikou*, N Coudray, G Jour, Z Dawood, R Hong, E Esteva, ... Journal of Investigative Dermatology, 2021 | 29 | 2021 |
| Coupling of ATPase activity, microtubule binding, and mechanics in the dynein motor domain S Niekamp, N Coudray, N Zhang, RD Vale, G Bhabha The EMBO journal, 2019 | 27 | 2019 |
| Multi-resolution approach for fine structure extraction: Application and validation on road images N Coudray, A Karathanou, S Chambon International Joint Conference on Computer Vision Theory and Applications …, 2010 | 20 | 2010 |
| Efficient pan-cancer whole-slide image classification and outlier detection using convolutional neural networks S Bilaloglu, J Wu, E Fierro, RD Sanchez, PS Ocampo, N Razavian, ... bioRxiv, 633123, 2019 | 18 | 2019 |
Aristotelis TsirigosProfessor, NYU School of Medicine, NYVerified email at nyulangone.org
