Learning Grayscale Mathematical Morphology with Smooth Morphological Layers by Hermary, Romain, Tochon, Guillaume, Puybareau, Élodie, Kirszenberg, Alexandre, Angulo, Jesús

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Real-Time Document Detection in Smartphone Videos by Puybareau, Elodie, Geraud, Thierry

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An automated assay for the assessment of cardiac arrest in fish embryo by Puybareau, Elodie, Genest, Diane, Barbeau, Emilie, Léonard, Marc, Talbot, Hugues

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The challenge of cerebral magnetic resonance imaging in neonates: A new method using mathematical morphology for the segmentation of structures including diffuse excessive high sig... by Xu, Yongchao, Morel, Baptiste, Dahdouh, Sonia, Puybareau, Élodie, Virzì, Alessio, Urien, Héléne, Géraud, Thierry, Adamsbaum, Catherine, Bloch, Isabelle

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Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge by Wang, Li, Nie, Dong, Li, Guannan, Puybareau, Elodie, Dolz, Jose, Zhang, Qian, Wang, Fan, Xia, Jing, Wu, Zhengwang, Chen, Jia-Wei, Thung, Kim-Han, Bui, Toan Duc, Shin, Jitae, Zeng, Guodong, Zheng, Guoyan, Fonov, Vladimir S., Doyle, Andrew, Xu, Yongchao, Moeskops, Pim, Pluim, Josien P. W., Desrosiers, Christian, Ayed, Ismail Ben, Sanroma, Gerard, Benkarim, Oualid M., Casamitjana, Adria, Vilaplana, Veronica, Lin, Weili, Li, Gang, Shen, Dinggang

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VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images by Sekuboyina, Anjany, Husseini, Malek E., Bayat, Amirhossein, Löffler, Maximilian, Liebl, Hans, Li, Hongwei, Tetteh, Giles, Kukačka, Jan, Payer, Christian, Štern, Darko, Urschler, Martin, Chen, Maodong, Cheng, Dalong, Lessmann, Nikolas, Hu, Yujin, Wang, Tianfu, Yang, Dong, Xu, Daguang, Ambellan, Felix, Amiranashvili, Tamaz, Ehlke, Moritz, Lamecker, Hans, Lehnert, Sebastian, Lirio, Marilia, Olaguer, Nicolás Pérez de, Ramm, Heiko, Sahu, Manish, Tack, Alexander, Zachow, Stefan, Jiang, Tao, Ma, Xinjun, Angerman, Christoph, Wang, Xin, Brown, Kevin, Kirszenberg, Alexandre, Puybareau, Élodie, Chen, Di, Bai, Yiwei, Rapazzo, Brandon H., Yeah, Timyoas, Zhang, Amber, Xu, Shangliang, Hou, Feng, He, Zhiqiang, Zeng, Chan, Xiangshang, Zheng, Liming, Xu, Netherton, Tucker J., Mumme, Raymond P., Court, Laurence E., Huang, Zixun, He, Chenhang, Wang, Li-Wen, Ling, Sai Ho, Huỳnh, Lê Duy, Boutry, Nicolas, Jakubicek, Roman, Chmelik, Jiri, Mulay, Supriti, Sivaprakasam, Mohanasankar, Paetzold, Johannes C., Shit, Suprosanna, Ezhov, Ivan, Wiestler, Benedikt, Glocker, Ben, Valentinitsch, Alexander, Rempfler, Markus, Menze, Björn H., Kirschke, Jan S.

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Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge by Wang, Li, Nie, Dong, Li, Guannan, Puybareau, Elodie, Dolz, Jose, Zhang, Qian, Wang, Fan, Xia, Jing, Wu, Zhengwang, Chen, Jiawei, Thung, Kim-Han, Bui, Toan Duc, Shin, Jitae, Zeng, Guodong, Zheng, Guoyan, Fonov, Vladimir S, Doyle, Andrew, Xu, Yongchao, Moeskops, Pim, Pluim, Josien P W, Desrosiers, Christian, Ayed, Ismail Ben, Sanroma, Gerard, Benkarim, Oualid M, Casamitjana, Adria, Vilaplana, Veronica, Lin, Weili, Li, Gang, Shen, Dinggang

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Periodic area-of-motion characterization for bio-medical applications by Puybareau, Elodie, Talbot, Hugues, Najman, Laurent

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge by Kuijf, Hugo J., Biesbroek, J. Matthijs, De Bresser, Jeroen, Heinen, Rutger, Andermatt, Simon, Bento, Mariana, Berseth, Matt, Belyaev, Mikhail, Cardoso, M. Jorge, Casamitjana, Adria, Collins, D. Louis, Dadar, Mahsa, Georgiou, Achilleas, Ghafoorian, Mohsen, Jin, Dakai, Khademi, April, Knight, Jesse, Li, Hongwei, Llado, Xavier, Luna, Miguel, Mahmood, Qaiser, McKinley, Richard, Mehrtash, Alireza, Ourselin, Sebastien, Park, Bo-Yong, Park, Hyunjin, Park, Sang Hyun, Pezold, Simon, Puybareau, Elodie, Rittner, Leticia, Sudre, Carole H., Valverde, Sergi, Vilaplana, Veronica, Wiest, Roland, Xu, Yongchao, Xu, Ziyue, Zeng, Guodong, Zhang, Jianguo, Zheng, Guoyan, Chen, Christopher, van der Flier, Wiesje, Barkhof, Frederik, Viergever, Max A., Biessels, Geert Jan

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High throughput automated detection of axial malformations in Medaka fish embryo by Genest, Diane, Puybareau, Élodie, Léonard, Marc, Cousty, Jean, de Crozé, Noémie, Talbot, Hugues

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Automated heart rate estimation in fish embryo by Puybareau, Elodie, Talbot, Hugues, Leonard, Marc

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A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging by Xiong, Zhaohan, Xia, Qing, Hu, Zhiqiang, Huang, Ning, Bian, Cheng, Zheng, Yefeng, Vesal, Sulaiman, Ravikumar, Nishant, Maier, Andreas, Yang, Xin, Heng, Pheng-Ann, Ni, Dong, Li, Caizi, Tong, Qianqian, Si, Weixin, Puybareau, Elodie, Khoudli, Younes, Géraud, Thierry, Chen, Chen, Bai, Wenjia, Rueckert, Daniel, Xu, Lingchao, Zhuang, Xiahai, Luo, Xinzhe, Jia, Shuman, Sermesant, Maxime, Liu, Yashu, Wang, Kuanquan, Borra, Davide, Masci, Alessandro, Corsi, Cristiana, de Vente, Coen, Veta, Mitko, Karim, Rashed, Preetha, Chandrakanth Jayachandran, Engelhardt, Sandy, Qiao, Menyun, Wang, Yuanyuan, Tao, Qian, Nuñez-Garcia, Marta, Camara, Oscar, Savioli, Nicolo, Lamata, Pablo, Zhao, Jichao

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PAIP 2019: Liver cancer segmentation challenge by Kim, Yoo Jung, Jang, Hyungjoon, Lee, Kyoungbun, Park, Seongkeun, Min, Sung-Gyu, Hong, Choyeon, Park, Jeong Hwan, Lee, Kanggeun, Kim, Jisoo, Hong, Wonjae, Jung, Hyun, Liu, Yanling, Rajkumar, Haran, Khened, Mahendra, Krishnamurthi, Ganapathy, Yang, Sen, Wang, Xiyue, Han, Chang Hee, Kwak, Jin Tae, Ma, Jianqiang, Tang, Zhe, Marami, Bahram, Zeineh, Jack, Zhao, Zixu, Heng, Pheng-Ann, Schmitz, Rüdiger, Madesta, Frederic, Rösch, Thomas, Werner, Rene, Tian, Jie, Puybareau, Elodie, Bovio, Matteo, Zhang, Xiufeng, Zhu, Yifeng, Chun, Se Young, Jeong, Won-Ki, Park, Peom, Choi, Jinwook

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Automatic detection of beating cilia with frequencies estimations by Puybareau, E, Talbot, H, Pelle, G, Louis, B, Najman, L, Coste, A

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Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion by Puybareau, E., Talbot, H., Bequignon, E., Louis, B., Pelle, G., Papon, J-F, Coste, A., Najman, L.

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A regionalized automated measurement of ciliary beating frequency by Puybareau, E., Talbot, H., Pelle, G., Louis, B., Papon, J.-F, Coste, A., Najman, L.

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MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images by Li, Lei, Wu, Fuping, Wang, Sihan, Luo, Xinzhe, Martín-Isla, Carlos, Zhai, Shuwei, Zhang, Jianpeng, Liu, Yanfei, Zhang, Zhen, Ankenbrand, Markus J., Jiang, Haochuan, Zhang, Xiaoran, Wang, Linhong, Arega, Tewodros Weldebirhan, Altunok, Elif, Zhao, Zhou, Li, Feiyan, Ma, Jun, Yang, Xiaoping, Puybareau, Elodie, Oksuz, Ilkay, Bricq, Stephanie, Li, Weisheng, Punithakumar, Kumaradevan, Tsaftaris, Sotirios A., Schreiber, Laura M., Yang, Mingjing, Liu, Guocai, Xia, Yong, Wang, Guotai, Escalera, Sergio, Zhuang, Xiahai

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High throughput automated detection of axial malformations in Medaka embryo by Genest, Diane, Puybareau, Elodie, Léonard, Marc, Cousty, Jean, De Crozé, Noémie, Talbot, Hugues

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Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021 by Sudre, Carole H, Van Wijnen, Kimberlin, Dubost, Florian, Adams, Hieab, Atkinson, David, Barkhof, Frederik, Birhanu, Mahlet A, Bron, Esther E, Camarasa, Robin, Chaturvedi, Nish, Chen, Yuan, Chen, Zihao, Chen, Shuai, Dou, Qi, Evans, Tavia, Ezhov, Ivan, Gao, Haojun, Girones Sanguesa, Marta, Gispert, Juan Domingo, Gomez Anson, Beatriz, Hughes, Alun D, Ikram, M Arfan, Ingala, Silvia, Jaeger, H Rolf, Kofler, Florian, Kuijf, Hugo J, Kutnar, Denis, Lee, Minho, Li, Bo, Lorenzini, Luigi, Menze, Bjoern, Molinuevo, Jose Luis, Pan, Yiwei, Puybareau, Elodie, Rehwald, Rafael, Su, Ruisheng, Shi, Pengcheng, Smith, Lorna, Tillin, Therese, Tochon, Guillaume, Urien, Hélène, van der Velden, Bas H M, van der Velpen, Isabelle F, Wiestler, Benedikt, Wolters, Frank J, Yilmaz, Pinar, de Groot, Marius, Vernooij, Meike W, de Bruijne, Marleen

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VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images by Sekuboyina, Anjany, Husseini, Malek E, Bayat, Amirhossein, Löffler, Maximilian, Liebl, Hans, Li, Hongwei, Tetteh, Giles, Kukačka, Jan, Payer, Christian, Štern, Darko, Urschler, Martin, Chen, Maodong, Cheng, Dalong, Lessmann, Nikolas, Hu, Yujin, Wang, Tianfu, Yang, Dong, Xu, Daguang, Ambellan, Felix, Amiranashvili, Tamaz, Ehlke, Moritz, Lamecker, Hans, Lehnert, Sebastian, Lirio, Marilia, Nicolás Pérez de Olaguer, Ramm, Heiko, Sahu, Manish, Tack, Alexander, Zachow, Stefan, Jiang, Tao, Ma, Xinjun, Angerman, Christoph, Wang, Xin, Brown, Kevin, Kirszenberg, Alexandre, Puybareau, Élodie, Chen, Di, Bai, Yiwei, Rapazzo, Brandon H, Yeah, Timyoas, Zhang, Amber, Xu, Shangliang, Hou, Feng, He, Zhiqiang, Chan, Zeng, Zheng Xiangshang, Xu, Liming, Netherton, Tucker J, Mumme, Raymond P, Court, Laurence E, Huang, Zixun, He, Chenhang, Li-Wen, Wang, Sai Ho Ling, Lê Duy Hu\`ynh, Boutry, Nicolas, Jakubicek, Roman, Chmelik, Jiri, Mulay, Supriti, Sivaprakasam, Mohanasankar, Paetzold, Johannes C, Suprosanna Shit, Ezhov, Ivan, Wiestler, Benedikt, Glocker, Ben, Valentinitsch, Alexander, Rempfler, Markus, Menze, Björn H, Kirschke, Jan S

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