AF Classification from a Short Single Lead ECG Recording: The PhysioNet/Computing in Cardiology Challenge 2017 1.0.0
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Rank | F1n | F1a | F1o | F1p | F1 Score | F1n | F1a | F1o | F1p | F1 score | Entry number | Closed | Authors |
1 | 0.903 | 0.8547 | 0.7366 | 0.5622 | 0.83 | 0.9372 | 0.8977 | 0.843 | 0.7987 | 0.89 | 220 | Tomás Teijeiro; Constantino A. García; Paulo Félix; Daniel Castro | |
1 | 0.9158 | 0.8225 | 0.7498 | 0.5239 | 0.83 | 0.9931 | 0.9385 | 0.9772 | 0.9591 | 0.97 | 209 | Shreyasi Datta; Chetanya Puri; Ayan Mukherjee; Rohan Banerjee; Anirban Dutta Choudhury; Arijit Ukil; Soma Bandyopadhyay; Rituraj Singh; Arpan Pal; Sundeep Khandelwal | |
1 | 0.9087 | 0.8351 | 0.7341 | 0.5042 | 0.83 | 0.9813 | 0.925 | 0.9468 | 0.9295 | 0.95 | 208 | Morteza Zabihi; Ali Bahrami Rad | |
1 | 0.9117 | 0.8128 | 0.7505 | 0.5671 | 0.83 | 0.9924 | 0.9385 | 0.9758 | 0.9591 | 0.97 | 221 | Shenda Hong; Yuxi Zhou; Qingyun Wang; Meng Wu; Junyuan Shang | |
5 | 0.9107 | 0.825 | 0.7299 | 0.5646 | 0.82 | 0.99 | 0.9331 | 0.971 | 0.9424 | 0.96 | 208 | Mohammed Baydoun; Lise Safatly; Hassan Ghaziri; Ali El-Hajj | |
5 | 0.909 | 0.8221 | 0.7319 | 0.5676 | 0.82 | 0.927 | 0.9128 | 0.8267 | 0.8986 | 0.89 | 209 | Martin Zihlmann; Michael Tschannen; Dmytro Perekrestenko | |
5 | 0.9112 | 0.8191 | 0.7328 | 0.5661 | 0.82 | 0.9254 | 0.8787 | 0.82 | 0.8262 | 0.87 | 211 | Guangyu Bin; Minggang Shao; Jiao Huang; Guanghong Bin | |
5 | 0.9031 | 0.8203 | 0.731 | 0.5251 | 0.82 | 0.9264 | 0.8774 | 0.8271 | 0.6881 | 0.88 | 282 | Zhaohan Xiong; Dr Jichao Zhao | |
9 | 0.8997 | 0.8272 | 0.7178 | 0.6396 | 0.81 | 0.958 | 0.9355 | 0.9112 | 0.839 | 0.93 | 205 | Martin Kropf; Dieter Hayn; Günter Schreier | |
9 | 0.9054 | 0.8021 | 0.736 | 0.543 | 0.81 | 0.9561 | 0.9159 | 0.9035 | 0.6476 | 0.93 | 210 | Filip Plesinger; Petr Nejedly; Josef Halamek; Ivo Viscor; Pavel Jurak | |
9 | 0.9024 | 0.8156 | 0.7194 | 0.5707 | 0.81 | 0.9931 | 0.9385 | 0.9772 | 0.9591 | 0.97 | 254 | Sebastian D. Goodfellow; Dr. Danny Eytan; Andrew Goodwin; Robert Greer; Dr. Peter Laussen; Dr. Mjaye Mazwi | |
9 | 0.9118 | 0.784 | 0.7393 | 0.5547 | 0.81 | 0.9328 | 0.8836 | 0.8378 | 0.7456 | 0.88 | 213 | Maurizio Varanini; Lucia Billeci | |
9 | 0.9089 | 0.8007 | 0.7224 | 0.507 | 0.81 | 0.9895 | 0.9355 | 0.9682 | 0.9519 | 0.96 | 210 | Ashish Sharma; Dr Shivnarayan Patidar | |
9 | 0.9037 | 0.8067 | 0.7157 | 0.5459 | 0.81 | 0.9056 | 0.8547 | 0.7582 | 0.7339 | 0.84 | 213 | Radovan Smíšek; Lukáš Smital; Martin Vítek; Marina Ronzhina; Jakub Hejč; Andrea Němcová; Lucie Maršánová; Jiří Chmelík; Jana Kolářová; Ivo Provazník | |
9 | 0.8991 | 0.8136 | 0.7111 | 0.5341 | 0.81 | 0.9371 | 0.9165 | 0.8559 | 0.8402 | 0.90 | 276 | Chen Yao; Liu Dayiheng; Cheng dongdong; Hu Wei; Xu Kun; Yang Kexin; Wang Jian; Jiang Zhe | |
9 | 0.9086 | 0.8101 | 0.7037 | 0.4645 | 0.81 | 0.9777 | 0.9086 | 0.9393 | 0.9013 | 0.94 | 240 | Marcus Vollmer; Philipp Sodmann; Neetika Nath; Leonard Caanitz | |
9 | 0.9129 | 0.7768 | 0.7272 | 0.5579 | 0.81 | 0.9448 | 0.8747 | 0.8544 | 0.8168 | 0.89 | 206 | Dawid Smoleń | |
18 | 0.9085 | 0.7881 | 0.7177 | 0.5765 | 0.8 | 0.8827 | 0.7725 | 0.6855 | 0.6382 | 0.78 | 202 | Chen Jiayu; Nigel Lovell; Stephen Redmond; Heba Khamis | |
18 | 0.9034 | 0.8027 | 0.704 | 0.5274 | 0.8 | 0.9047 | 0.861 | 0.7609 | 0.6715 | 0.84 | 214 | Joachim A. Behar; Aviv Rosenberg; Yael Yaniv; Julien Oster | |
18 | 0.8989 | 0.8085 | 0.6974 | 0.5398 | 0.8 | 0.8904 | 0.7903 | 0.7073 | 0.6467 | 0.80 | 204 | Ivaylo Christov; Vessela Krasteva; Iana Simova; Tatyana Neycheva; Ramun Schmid | |
18 | 0.9031 | 0.7895 | 0.7076 | 0.5943 | 0.8 | 0.9696 | 0.8494 | 0.9172 | 0.8038 | 0.91 | 208 | Dionisije Sopic; Elisabetta De Giovanni; Amir Aminifar; David Atienza | |
18 | 0.8993 | 0.7935 | 0.7035 | 0.4282 | 0.8 | 0.9284 | 0.8396 | 0.815 | 0.5882 | 0.86 | 204 | Philip A. Warrick; Masun Nabhan Homsi | |
18 | 0.8932 | 0.8034 | 0.6969 | 0.5442 | 0.8 | 0.9256 | 0.8775 | 0.8219 | 0.6077 | 0.88 | 226 | Jonathan Rubin; Saman Parvaneh; Asif Rahman; Saeed Babaeizadeh; Bryan Conroy | |
18 | 0.9 | 0.7846 | 0.7013 | 0.5469 | 0.8 | 0.9207 | 0.8798 | 0.8055 | 0.8185 | 0.87 | 210 | Gliner Vadim; Yaniv Yael | |
25 | 0.9125 | 0.757 | 0.7032 | 0.559 | 0.79 | 0.9427 | 0.8175 | 0.8419 | 0.6088 | 0.87 | 204 | Sasan Yazdani; Jean-Marc Vesin | |
25 | 0.899 | 0.7708 | 0.6944 | 0.4121 | 0.79 | 0.9098 | 0.8606 | 0.7674 | 0.6949 | 0.85 | 245 | Marco Delai; Gaetano Scebba; Patrick Schwab; Jia Zhang | |
25 | 0.8786 | 0.7953 | 0.6887 | 0.6404 | 0.79 | 0.9093 | 0.8883 | 0.8181 | 0.5589 | 0.87 | 247 | Csaba Botos; Márton Áron Goda; Tamás Hakkel; Szilvia Herczeg; István Osztheimer; András Horváth | |
25 | 0.9062 | 0.7385 | 0.7165 | 0.4751 | 0.79 | 0.9691 | 0.8705 | 0.9199 | 0.8521 | 0.92 | 222 | Fernando Andreotti; Oliver Carr; Marco A. F. Pimentel; Adam Mahdi; Maarten De Vos | |
29 | 0.9031 | 0.7508 | 0.6972 | 0 | 0.78 | 0.9101 | 0.8008 | 0.7722 | 0 | 0.83 | 210 | Vykintas Maknickas; Algirdas Maknickas | |
29 | 0.8893 | 0.7785 | 0.681 | 0.628 | 0.78 | 0.9875 | 0.9348 | 0.9677 | 0.9457 | 0.96 | 207 | Christoph Hoog Antink; Anne Kristin Braczynski; Steffen Leonhardt; Marian Walter | |
29 | 0.9043 | 0.7452 | 0.6799 | 0.324 | 0.78 | 0.8936 | 0.8657 | 0.7389 | 0.7064 | 0.83 | 208 | Nadi Sadr; Thuy Pham; Madhuka Jayawardhana; Asghar Balaie; Rui Tang; Philip de Chazal | |
29 | 0.9013 | 0.744 | 0.6812 | 0.5983 | 0.78 | 0.9311 | 0.8747 | 0.8172 | 0.8553 | 0.87 | 220 | C | Maximilian Oremek; Dr. S. Zenker; Sebastian Schmitz; Dr. Jochen Garcke |
29 | 0.8766 | 0.7781 | 0.6702 | 0.5819 | 0.78 | 0.9918 | 0.9385 | 0.976 | 0.9278 | 0.97 | 210 | Runnan He; Yang Liu | |
34 | 0.8912 | 0.7673 | 0.6651 | 0.4368 | 0.77 | 0.9296 | 0.8956 | 0.8386 | 0.894 | 0.89 | 214 | Bradley M Whitaker; Muhammed Rizwan; V Burak Aydemir; David V Anderson | |
34 | 0.8884 | 0.7647 | 0.6686 | 0.422 | 0.77 | 0.8739 | 0.8164 | 0.6526 | 0.6391 | 0.78 | 216 | Elena Simarro Mondéjar; Santiago Jiménez Serrano; Jaime Yagüe Mayans; Conrado J. Calvo; Paco Castells; José Millet Roig | |
34 | 0.8923 | 0.7553 | 0.6715 | 0.4843 | 0.77 | 0.9292 | 0.8347 | 0.8137 | 0.7018 | 0.86 | 237 | Mohamed Limam; Frederic Precioso | |
34 | 0.872 | 0.7831 | 0.6571 | 0.5802 | 0.77 | 0.9146 | 0.8817 | 0.8181 | 0.8032 | 0.87 | 220 | Miguel Lozano; Viktor Kifer; Francisco Martinez-Gil | |
38 | 0.9005 | 0.7267 | 0.6445 | 0.5839 | 0.76 | 0.8943 | 0.9031 | 0.7104 | 0.8006 | 0.84 | 244 | Teo Soo-Kng; Yang Xulei; Nguyen Phu Binh; Gabriel Tjio; Feng Ling; Su Yi; Lim Toon Wei | |
39 | 0.8928 | 0.725 | 0.646 | 0.0465 | 0.75 | 0.9774 | 0.8912 | 0.9472 | 0.2778 | 0.94 | 209 | Zhenning Mei; Hongyu Chen; Xiao Gu; Wei Chen | |
39 | 0.8875 | 0.7204 | 0.6551 | 0.5401 | 0.75 | 0.877 | 0.7578 | 0.6832 | 0.5367 | 0.77 | 252 | C | Babak Afshin-Pour; Gabe Musso |
39 | 0.8943 | 0.7312 | 0.6365 | 0.5888 | 0.75 | 0.9572 | 0.8634 | 0.8872 | 0.9591 | 0.90 | 203 | Joel Karel; Pietro Bonizzi; Kurt Driessens | |
39 | 0.8672 | 0.7352 | 0.6445 | 0.5857 | 0.75 | 0.8656 | 0.7872 | 0.7202 | 0.6171 | 0.79 | 207 | Rymko; Perka; Solinski; Rosinski; Lepek | |
39 | 0.8973 | 0.7012 | 0.642 | 0.4377 | 0.75 | 0.888 | 0.7756 | 0.698 | 0.5805 | 0.79 | 209 | Katarzyna Stepien; Iga Grzegorczyk | |
44 | 0.8912 | 0.701 | 0.6137 | 0.2215 | 0.74 | 0.8804 | 0.6984 | 0.6745 | 0.5175 | 0.75 | 206 | Griet Goovaerts; Martijn Boussé; Otto Debals; Lieven De Lathauwer; Sabine Van Huffel | |
45 | 0.8691 | 0.7482 | 0.5804 | 0.0313 | 0.73 | 0.9573 | 0.8739 | 0.9107 | 0.2563 | 0.91 | 205 | Javier de la Torre Costa; Alfredo Torregrosa Lloret; Aitana Pascual Belda; Gabriel García Pardo | |
45 | 0.8826 | 0.6825 | 0.6239 | 0.5217 | 0.73 | 0.8491 | 0.7066 | 0.6443 | 0.5131 | 0.73 | 201 | Heikki Väänänen; Jarno Mäkelä | |
45 | 0.8798 | 0.7096 | 0.5906 | 0.4401 | 0.73 | 0.8653 | 0.7722 | 0.6417 | 0.621 | 0.76 | 204 | Pedro Álvarez; Andreu M. Climent; María S. Guillem | |
45 | 0.88 | 0.743 | 0.5565 | 0.3109 | 0.73 | 0.8415 | 0.7409 | 0.5261 | 0.2895 | 0.70 | 202 | Victor Manuel José Ocoa | |
45 | 0.8667 | 0.7766 | 0.5368 | 0.5468 | 0.73 | 0.8481 | 0.7718 | 0.5816 | 0.5805 | 0.73 | 203 | C | Manuel García; Juan Ródenas; Raúl Alcaraz; José J. Rieta |
50 | 0.8766 | 0.6689 | 0.6272 | 0.3003 | 0.72 | 0.8768 | 0.8644 | 0.739 | 0.3623 | 0.83 | 204 | Vignesh Kalidas | |
51 | 0.857 | 0.7225 | 0.564 | 0.0763 | 0.71 | 0.9811 | 0.8947 | 0.9519 | 0.2831 | 0.94 | 206 | Jos van der Westhuizen | |
51 | 0.8664 | 0.7179 | 0.5463 | 0.4658 | 0.71 | 0.8804 | 0.7881 | 0.67 | 0.4384 | 0.78 | 203 | Kamran Kiani; Shadi Ghiasi; Mostafa Abdollahpur; Nasim Madani | |
53 | 0.8736 | 0.6072 | 0.602 | 0.119 | 0.69 | 0.9462 | 0.8497 | 0.8605 | 0.2222 | 0.89 | 206 | Ahmad B. A. Hassanat; Ghada Awad Altarawneh | |
54 | 0.8379 | 0.669 | 0.5194 | 0.4138 | 0.68 | 0.8623 | 0.6619 | 0.6406 | 0.5135 | 0.72 | 214 | C | Philip Aston; Esther Bonet Luz; Peter Charlton; Jane Lyle; Manasi Nandi; Hitesh Mistry; Daniel Abasolo |
55 | 0.8272 | 0.5961 | 0.5078 | 0.3591 | 0.64 | 0.8176 | 0.611 | 0.5966 | 0.3766 | 0.68 | 204 | Irena Jekova; Todor Stoyanov; Ivan Dotsinsky | |
56 | 0.8524 | 0.6088 | 0.4184 | 0.27 | 0.63 | 0.8243 | 0.7576 | 0.4685 | 0.3284 | 0.68 | 205 | Lluís Borràs Ferrís; Ignacio José Pascual Fernández; Julio José Silva Rodríguez; Roberto Zazo Manzaneque | |
57 | 0.811 | 0.6046 | 0.4278 | 0.5575 | 0.61 | 0.7966 | 0.6062 | 0.4911 | 0.4915 | 0.63 | 245 | Ilya Potapov; Otto Pulkkinen; Esa Räsänen | |
57 | 0.8039 | 0.5446 | 0.4709 | 0.3464 | 0.61 | 0.9303 | 0.8137 | 0.842 | 0.7143 | 0.86 | 205 | Ruhallah Amandi M; Mohammad Farhadi; A.J. Zarrin | |
59 | 0.6589 | 0.6704 | 0.4247 | 0.4563 | 0.58 | 0.6673 | 0.7198 | 0.5 | 0.3709 | 0.63 | 204 | DA SILVA—FILARDER Matthieu; MARZBANRAD Faezeh | |
60 | 0.8158 | 0.5863 | 0.27 | 0.3981 | 0.56 | 0.7708 | 0.6244 | 0.293 | 0.4206 | 0.56 | 204 | María Rebeca Lliguin León; Marta Mares García; Juliana Andrea Suárez Hernández | |
61 | 0.8079 | 0.4009 | 0.4364 | 0.368 | 0.55 | 0.8012 | 0.368 | 0.537 | 0.5614 | 0.57 | 202 | Erin Coppola | |
62 | 0.8763 | 0.2642 | 0.4643 | 0 | 0.53 | 0.834 | 0.2658 | 0.4807 | 0 | 0.53 | 202 | Carlos Fambuena Santos; Carlos Lopez Gomez; Pablo Abad Martinez; Gonzalo Collantes Pablo; Jose Millet Roig; Francisco Sales Castells Ramon | |
62 | 0.8234 | 0.3416 | 0.425 | 0.3188 | 0.53 | 0.8071 | 0.3707 | 0.4733 | 0.3966 | 0.55 | 202 | Octavian-Lucian Hasna; Rodica Potolea | |
64 | 0.7728 | 0.4048 | 0.3556 | 0 | 0.51 | 0.7938 | 0.541 | 0.5367 | 0 | 0.62 | 204 | Ines Chavarria Marques; Irene Cuenca Ortola; Laura Ferrero Montes; Eva Gil San Antonio | |
65 | 0.8287 | 0.3529 | 0.3181 | 0.1168 | 0.5 | 0.886 | 0.7262 | 0.7155 | 0.3274 | 0.78 | 226 | Mihalis Nicolaou; Hooman Oroojeni Mohamad Javad | |
66 | 0.6647 | 0.4462 | 0.3245 | 0.496 | 0.48 | 0.6479 | 0.4493 | 0.3766 | 0.3502 | 0.49 | 201 | C | Sergey S. Krivenko |
0.8202 | 0.4172 | 0 | 0 | 0.41 | 0.7744 | 0.4525 | 0 | 0 | 0.41 | - | (Sample entry) | ||
67 | 0.4448 | 0.1163 | 0.1818 | 0 | 0.25 | 0.4282 | 0.1357 | 0.2601 | 0 | 0.27 | 203 | Raviteja Mullapudi; Rajarao Mullapudi; Phanikiran Chintalapati |