Márquez Neila, Pablo

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2021

Munk, Marion R.; Kurmann, Thomas; Márquez-Neila, Pablo; Zinkernagel, Martin S.; Wolf, Sebastian; Sznitman, Raphael (2021). Assessment of patient specific information in the wild on fundus photography and optical coherence tomography. Scientific reports, 11(1), p. 8621. Springer Nature 10.1038/s41598-021-86577-5

2020

Guzmán-Mesa, Andrea; Kitzmann, Daniel; Fisher, Chloe Elizabeth; Burgasser, Adam J.; Hoeijmakers, H. Jens; Márquez Neila, Pablo; Grimm, Simon L.; Mandell, Avi M.; Sznitman, Raphael; Heng, Kevin (2020). Information Content of JWST NIRSpec Transmission Spectra of Warm Neptunes. The astronomical journal, 160(1), p. 15. American Astronomical Society 10.3847/1538-3881/ab9176

Fisher, Chloe; Hoeijmakers, H. Jens; Kitzmann, Daniel; Márquez-Neila, Pablo; Grimm, Simon L.; Sznitman, Raphael; Heng, Kevin (3 March 2020). Interpreting High-Resolution Spectroscopy of Exoplanets Using Cross-Correlations and Supervised Machine Learning (arXiv). Cornell University

Oreshenko, Maria; Kitzmann, Daniel; Márquez-Neila, Pablo; Malik, Matej; Bowler, Brendan P.; Burgasser, Adam J.; Sznitman, Raphael; Fisher, Chloe E.; Heng, Kevin (2020). Supervised Machine Learning for Intercomparison of Model Grids of Brown Dwarfs: Application to GJ 570D and the Epsilon Indi B Binary System. The astronomical journal, 159(1), p. 6. American Astronomical Society 10.3847/1538-3881/ab5955

2019

Kurmann, Thomas; Yu, Siqing; Márquez-Neila, Pablo; Ebneter, Andreas; Zinkernagel, Martin; Munk, Marion R.; Wolf, Sebastian; Sznitman, Raphael (2019). Expert-level Automated Biomarker Identification in Optical Coherence Tomography Scans. Scientific reports, 9(1), p. 13605. Springer Nature 10.1038/s41598-019-49740-7

Kucur, Serife Seda; Márquez Neila, Pablo; Abegg, Mathias; Sznitman, Raphael (2019). Patient-attentive sequential strategy for perimetry-based visual field acquisition. Medical image analysis, 54, pp. 179-192. Elsevier 10.1016/j.media.2019.03.002

Kurmann, Thomas Kevin; Márquez-Neila, Pablo; Yu, Siqing; Munk, Marion; Wolf, Sebastian; Sznitman, Raphael (2019). Fused Detection of Retinal Biomarkers in OCT Volumes. In: Shen, Dinggang; Liu, Tianming; Peters, Terry M.; Staib, Lawrence H.; Essert, Caroline; Zhou, Sean; Yap, Pew-Thian; Khan, Ali (eds.) MICCAI 2019. Lecture Notes in Computer Science: Vol. 11764 (pp. 255-263). Cham: Springer International Publishing 10.1007/978-3-030-32239-7_29

Kurmann, Thomas; Márquez-Neila, Pablo; Wolf, Sebastian; Sznitman, Raphael (2019). Deep Multi-label Classification in Affine Subspaces. In: Shen, Dinggang; Liu, Tianming; Peters, Terry M.; Staib, Lawrence H.; Essert, Caroline; Zhou, Sean; Yap, Pew-Thian; Khan, Ali (eds.) MICCAI 2019. Lecture Notes in Computer Science: Vol. 11764 (pp. 165-173). Cham: Springer International Publishing 10.1007/978-3-030-32239-7_19

Márquez-Neila, Pablo; Sznitman, Raphael (2019). Image Data Validation for Medical Systems. In: Shen, Dinggang; Liu, Tianming; Peters, Terry M.; Staib, Lawrence H.; Essert, Caroline; Zhou, Sean; Yap, Pew-Thian; Khan, Ali (eds.) Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Lecture Notes in Computer Science: Vol. 11767 (pp. 329-337). Cham: Springer 10.1007/978-3-030-32251-9_36

2018

Márquez Neila, Pablo; Fisher, Chloe Elizabeth; Sznitman, Raphael; Heng, Kevin (2018). Supervised machine learning for analysing spectra of exoplanetary atmospheres. Nature astronomy, 2(9), pp. 719-724. Nature Publishing Group 10.1038/s41550-018-0504-2

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