|
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Why rankings of biomedical image analysis competitions should be interpreted with care
38 auth.
L. Maier-Hein,
Matthias Eisenmann,
Annika Reinke,
Sinan Onogur,
Marko Stankovic,
Patrick Godau,
T. Arbel,
H. Bogunović,
A. Bradley,
A. Carass,
Carolin Feldmann,
Alejandro F Frangi,
Peter M. Full,
B. van Ginneken,
A. Hanbury,
...
Katrin Honauer,
M. Kozubek,
B. Landman,
K. März,
Oskar Maier,
Klaus Hermann Maier-Hein,
Bjoern H Menze,
H. Müller,
P. Neher,
W. Niessen,
N. Rajpoot,
G. Sharp,
K. Sirinukunwattana,
S. Speidel,
C. Stock,
D. Stoyanov,
A. Taha,
F. van der Sommen,
Ching-Wei Wang,
M. Weber,
G. Zheng,
P. Jannin,
A. Kopp-Schneider
|
8 |
2018 |
8
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Metrics reloaded: recommendations for image analysis validation.
67 auth.
L. Maier-Hein,
Annika Reinke,
E. Christodoulou,
Ben Glocker,
Patrick Godau,
Fabian Isensee,
J. Kleesiek,
M. Kozubek,
M. Reyes,
M. Riegler,
M. Wiesenfarth,
M. Baumgartner,
Matthias Eisenmann,
Doreen Heckmann-Notzel,
A. E. Kavur,
...
Tim Radsch,
M. Tizabi,
L. Ación,
M. Antonelli,
T. Arbel,
S. Bakas,
P. Bankhead,
Allison Benis,
M. Cardoso,
V. Cheplygina,
B. Cimini,
G. Collins,
K. Farahani,
B. Ginneken,
Daniel A. Hashimoto,
M. M. Hoffman,
M. Huisman,
P. Jannin,
Charles E. Kahn,
A. Karargyris,
A. Karthikesalingam,
H. Kenngott,
A. Kopp-Schneider,
A. Kreshuk,
T. Kurç,
B. Landman,
G. Litjens,
A. Madani,
K. Maier-Hein,
Anne L. Martel,
Peter Mattson,
E. Meijering,
Bjoern H Menze,
D. Moher,
K. Moons,
H. Muller,
Felix Nickel,
B. Nichyporuk,
Jens Petersen,
N. Rajpoot,
Nicola Rieke,
J. Saez-Rodriguez,
Clarisa S'anchez Guti'errez,
S. Shetty,
M. Smeden,
C. Sudre,
Ronald M. Summers,
A. Taha,
S. Tsaftaris,
B. Calster,
G. Varoquaux,
Paul F. Jager
|
7 |
2022 |
7
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|
|
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Metrics reloaded: Pitfalls and recommendations for image analysis validation
67 auth.
Lena Maier-Hein,
Annika Reinke,
E. Christodoulou,
Ben Glocker,
Patrick Godau,
Fabian Isensee,
J. Kleesiek,
Michal Kozubek,
Mauricio Reyes,
M. Riegler,
M. Wiesenfarth,
M. Baumgartner,
Matthias Eisenmann,
Doreen Heckmann-Nötzel,
A. E. Kavur,
...
Tim Rädsch,
M. Tizabi,
L. Ación,
M. Antonelli,
T. Arbel,
S. Bakas,
Peter Bankhead,
Allison Benis,
M. Jorge Cardoso,
V. Cheplygina,
Beth A. Cimini,
Gary S. Collins,
Keyvan Farahani,
B. Ginneken,
Daniel A. Hashimoto,
M. M. Hoffman,
Merel Huisman,
P. Jannin,
Charles E. Kahn,
A. Karargyris,
A. Karthikesalingam,
H. Kenngott,
Annette Kopp-Schneider,
A. Kreshuk,
T. Kurç,
B. Landman,
G. Litjens,
Amin Madani,
K. Maier-Hein,
Anne L. Martel,
Peter Mattson,
Erik H. W. Meijering,
Bjoern H Menze,
David Moher,
K. Moons,
Henning Müller,
Felix Nickel,
B. Nichyporuk,
Jens Petersen,
Nasir M. Rajpoot,
Nicola Rieke,
J. Saez-Rodriguez,
Clarisa Sánchez Gutiérrez,
S. Shetty,
M. Smeden,
Carole H. Sudre,
Ronald M. Summers,
A. Taha,
S. Tsaftaris,
B. Calster,
G. Varoquaux,
Paul F. Jäger
|
6 |
2022 |
6
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|
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Understanding metric-related pitfalls in image analysis validation
70 auth.
Annika Reinke,
M. Tizabi,
M. Baumgartner,
Matthias Eisenmann,
Doreen Heckmann-Nötzel,
A. E. Kavur,
Tim Rädsch,
Carole H. Sudre,
L. Ación,
M. Antonelli,
T. Arbel,
S. Bakas,
Arriel Benis,
Florian Buettner,
M. J. Cardoso,
...
V. Cheplygina,
Jianxu Chen,
E. Christodoulou,
Beth A. Cimini,
Keyvan Farahani,
Luciana Ferrer,
A. Galdran,
Bram van Ginneken,
Ben Glocker,
Patrick Godau,
Daniel A. Hashimoto,
M. M. Hoffman,
Merel Huisman,
Fabian Isensee,
P. Jannin,
Charles E. Kahn,
Dagmar Kainmueller,
Bernhard Kainz,
A. Karargyris,
J. Kleesiek,
F. Kofler,
Thijs Kooi,
Annette Kopp-Schneider,
Michal Kozubek,
A. Kreshuk,
T. Kurç,
Bennett A. Landman,
G. Litjens,
Amin Madani,
K. Maier-Hein,
Anne L Martel,
Erik Meijering,
Bjoern H Menze,
K. Moons,
H. Müller,
B. Nichyporuk,
Felix Nickel,
J. Petersen,
S. Rafelski,
N. Rajpoot,
Mauricio Reyes,
M. Riegler,
Nicola Rieke,
Julio Saez-Rodriguez,
C. I. Sánchez,
S. Shetty,
Ronald M. Summers,
A. Taha,
A. Tiulpin,
S. Tsaftaris,
Ben Van Calster,
G. Varoquaux,
Ziv Yaniv,
Paul F. Jäger,
Lena Maier-Hein
|
5 |
2023 |
5
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|
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Understanding metric-related pitfalls in image analysis validation
78 auth.
Annika Reinke,
M. Tizabi,
M. Baumgartner,
Matthias Eisenmann,
Doreen Heckmann-Notzel,
A. E. Kavu,
Tim Radsch,
C. Sudre,
L. Ación,
M. Antonelli,
T. Arbel,
S. Bakas,
Allison Benis,
Matthew B. Blaschko,
Florian Buttner,
...
M. Cardoso,
V. Cheplygina,
Jianxu Chen,
E. Christodoulou,
B. Cimini,
G. Collins,
K. Farahani,
Luciana Ferrer,
A. Galdran,
B. Ginneken,
Ben Glocker,
Patrick Godau,
R. Haase,
Daniel A. Hashimoto,
M. M. Hoffman,
M. Huisman,
Fabian Isensee,
P. Jannin,
Charles E. Kahn,
Dagmar Kainmueller,
Bernhard Kainz,
A. Karargyris,
A. Karthikesalingam,
H. Kenngott,
J. Kleesiek,
F. Kofler,
Thijs Kooi,
A. Kopp-Schneider,
M. Kozubek,
A. Kreshuk,
T. Kurç,
Bennett A. Landman,
G. Litjens,
A. Madani,
K. Maier-Hein,
Anne L. Martel,
Peter Mattson,
E. Meijering,
Bjoern H Menze,
K. Moons,
H. Muller,
B. Nichyporuk,
Felix Nickel,
Jens Petersen,
S. Rafelski,
N. Rajpoot,
M. Reyes,
M. Riegler,
Nicola Rieke,
J. Saez-Rodriguez,
Clara I. S'anchez,
S. Shetty,
M. Smeden,
Ronald M. Summers,
A. Taha,
A. Tiulpin,
S. Tsaftaris,
B. Calster,
G. Varoquaux,
M. Wiesenfarth,
Z. Yaniv,
Paul F. Jager,
L. Maier-Hein
|
5 |
2023 |
5
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|
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Biomedical image analysis competitions: The state of current participation practice
353 auth.
Matthias Eisenmann,
Annika Reinke,
V. Weru,
M. Tizabi,
Fabian Isensee,
T. Adler,
Patrick Godau,
V. Cheplygina,
M. Kozubek,
Sharib Ali,
Anubha Gupta,
J. Kybic,
A. Noble,
Carlos Ortiz de Sol'orzano,
S. Pachade,
...
C. Petitjean,
D. Sage,
Donglai Wei,
Elizabeth Wilden,
Deepak Alapatt,
V. Andrearczyk,
U. Baid,
S. Bakas,
N. Balu,
Sophia Bano,
V. Bawa,
Jorge Bernal,
S. Bodenstedt,
Alessandro Casella,
Jinwook Choi,
O. Commowick,
M. Daum,
A. Depeursinge,
R. Dorent,
J. Egger,
H. Eichhorn,
S. Engelhardt,
M. Ganz,
G. Girard,
Lasse Hansen,
M. Heinrich,
N. Heller,
Alessa Hering,
Arnaud Huaulm'e,
Hyunjeong Kim,
B. Landman,
Hongwei Li,
Jianning Li,
Junfang Ma,
Anne L. Martel,
Carlos Mart'in-Isla,
Bjoern H Menze,
C. Nwoye,
Valentin Oreiller,
N. Padoy,
Sarthak Pati,
K. Payette,
C. Sudre,
K. V. Wijnen,
A. Vardazaryan,
Tom Kamiel Magda Vercauteren,
M. Wagner,
Chuanbo Wang,
Moi Hoon Yap,
Zeyun Yu,
Chuner Yuan,
M. Zenk,
Aneeq Zia,
David Zimmerer,
Rina Bao,
Chanyeol Choi,
Andrew Cohen,
O. Dzyubachyk,
A. Galdran,
Tianyuan Gan,
Tianqi Guo,
Pradyumna Gupta,
M. Haithami,
Edward Ho,
Ikbeom Jang,
Zhili Li,
Zheng Luo,
F. Lux,
S. Makrogiannis,
Dominikus Muller,
Young-tack Oh,
Subeen Pang,
Constantin Pape,
G. Polat,
Charlotte R. Reed,
Kanghyun Ryu,
Tim Scherr,
V. Thambawita,
Haoyu Wang,
Xinliang Wang,
H.-I. Yeh,
Doyeob Yeo,
Yi Yuan,
Yan Zeng,
Xingwen Zhao,
J. Abbing,
Jannes Adam,
N. Adluru,
Niklas Agethen,
S. Ahmed,
Y. A. Khalil,
Mireia Alenyá,
E. Alhoniemi,
C. An,
T. Anwar,
T. Arega,
Netanell Avisdris,
D. Aydogan,
Yi-Shi Bai,
Maria G. Baldeon Calisto,
Berke Doga Basaran,
M. Beetz,
Cheng Bian,
Hao Bian,
K. Blansit,
Louise Bloch,
Robert Bohnsack,
Sara Bosticardo,
J. Breen,
Mikael Brudfors,
Raphael Brungel,
M. Cabezas,
A. Cacciola,
Zhiwei Chen,
Yucong Chen,
Dan Chen,
Minjeong Cho,
Min-Kook Choi,
Chuantao Xie,
Dana Cobzas,
J. Cohen-Adad,
Jorge Corral Acero,
S. Das,
Marcela de Oliveira,
Hanqiu Deng,
Guiming Dong,
Lars Doorenbos,
Cory Efird,
Di Fan,
Mehdi Fatan Serj,
A. Fenneteau,
L. Fidon,
P. Filipiak,
René Finzel,
N. Freitas,
C. Friedrich,
Mitchell J. Fulton,
Finn Gaida,
Francesco Galati,
C. Galazis,
Changna Gan,
Zheyao Gao,
Sheng Gao,
Matej Gazda,
Beerend G. A. Gerats,
N. Getty,
A. Gibicar,
Ryan J Gifford,
Sajan Gohil,
Maria Grammatikopoulou,
Daniel Grzech,
Orhun Guley,
Timo Gunnemann,
Chun-Hai Guo,
Sylvain Guy,
Heonjin Ha,
Luyi Han,
Ilseok Han,
Ali Hatamizadeh,
Tianhai He,
Ji-Wu Heo,
Sebastian Hitziger,
SeulGi Hong,
Seungbum Hong,
Rian Huang,
Zi-You Huang,
Markus Huellebrand,
Stephan Huschauer,
M. Hussain,
Tomoo Inubushi,
Ece Isik Polat,
Mojtaba Jafaritadi,
Seonghun Jeong,
Bailiang Jian,
Yuanhong Jiang,
Zhifan Jiang,
Yu Jin,
Smriti Joshi,
A. Kadkhodamohammadi,
R. A. Kamraoui,
Inhak Kang,
Jun-Su Kang,
Davood Karimi,
A. Khademi,
Muhammad Irfan Khan,
Suleiman A. Khan,
Rishab Khantwal,
Kwang-Ju Kim,
T. Kline,
Satoshi Kondo,
Elina Kontio,
Adrian Krenzer,
Artem Kroviakov,
H. Kuijf,
Satyadwyoom Kumar,
F. L. Rosa,
Abhishek Lad,
Doohee Lee,
Minho Lee,
Chiara Lena,
Hao Li,
Ling Li,
Xingyu Li,
F. Liao,
Kuan-Ya Liao,
Arlindo L. Oliveira,
Chaonan Lin,
Shanhai Lin,
Akis Linardos,
M. Linguraru,
Han Liu,
Tao Liu,
Dian Liu,
Yanling Liu,
Joao Lourencco-Silva,
Jing Lu,
Jia Lu,
Imanol Luengo,
C. Lund,
Huan Minh Luu,
Yingqi Lv,
U. Macar,
Leon Maechler,
L. SinaMansour,
Kenji Marshall,
Moona Mazher,
Richard McKinley,
Alfonso Medela,
Felix Meissen,
Mingyuan Meng,
Dylan Miller,
S. Mirjahanmardi,
A. Mishra,
Samir Mitha,
Hassan Mohy-ud-Din,
Tony C. W. Mok,
G. Murugesan,
E. N. Karthik,
S. Nalawade,
J. Nalepa,
M. Naser,
R. Nateghi,
Hammad Naveed,
Quang-Minh Nguyen,
Cuong Nguyen Quoc,
B. Nichyporuk,
Bruno Oliveira,
David Owen,
Jimut Bahan Pal,
Junwen Pan,
W. Pan,
Winnie Pang,
Bogyu Park,
Vivek Pawar,
K. Pawar,
Michael Peven,
L. Philipp,
Tomasz Pieciak,
Szymon Płotka,
Marcel Plutat,
Fattane Pourakpour,
Domen Prelovznik,
K. Punithakumar,
Abdul Qayyum,
Sandro Queir'os,
A. Rahmim,
Salar Razavi,
Jintao Ren,
Mina Rezaei,
Jonathan Adam Rico,
ZunHyan Rieu,
M. Rink,
Johannes Roth,
Y. Ruiz-Gonzalez,
Numan Saeed,
A. Saha,
Mostafa Salem,
Ricardo Sánchez-Matilla,
K. Schilling,
Weizhen Shao,
Z. Shen,
Ruize Shi,
Pengcheng Shi,
Daniel Sobotka,
Th'eodore Soulier,
Bella Specktor Fadida,
D. Stoyanov,
Timothy Sum Hon Mun,
Xiao-Fu Sun,
Rong Tao,
Franz Thaler,
Antoine Th'eberge,
Felix Thielke,
Helena R. Torres,
K. Wahid,
Jiacheng Wang,
Yifei Wang,
W. Wang,
X. Wang,
Jianhui Wen,
Ning Wen,
Marek Wodziński,
Yehong Wu,
Fangfang Xia,
Tianqi Xiang,
Cheng Xiaofei,
Lizhang Xu,
Tingting Xue,
Yu‐Xia Yang,
Lingxian Yang,
Kai Yao,
Huifeng Yao,
Amirsaeed Yazdani,
Michael Yip,
Hwa-Seong Yoo,
F. Yousefirizi,
Shu-Fen Yu,
Lei Yu,
Jonathan Zamora,
Ramy A. Zeineldin,
Dewen Zeng,
Jianpeng Zhang,
Bokai Zhang,
Jiapeng Zhang,
Fangxi Zhang,
Huahong Zhang,
Zhongchen Zhao,
Zixuan Zhao,
Jiachen Zhao,
Can Zhao,
Q. Zheng,
Yuheng Zhi,
Ziqi Zhou,
Baosheng Zou,
K. Maier-Hein,
Paul F. Jager,
A. Kopp-Schneider,
L. Maier-Hein
|
4 |
2022 |
4
🐜
|
|
🐜
|
Why is the Winner the Best?
125 auth.
Matthias Eisenmann,
Annika Reinke,
V. Weru,
M. Tizabi,
Fabian Isensee,
T. Adler,
Sharib Ali,
V. Andrearczyk,
M. Aubreville,
U. Baid,
S. Bakas,
N. Balu,
Sophia Bano,
Jorge Bernal,
S. Bodenstedt,
...
Alessandro Casella,
V. Cheplygina,
M. Daum,
Marleen de Bruijne,
A. Depeursinge,
R. Dorent,
J. Egger,
David G. Ellis,
S. Engelhardt,
M. Ganz,
N. Ghatwary,
G. Girard,
Patrick Godau,
Anubha Gupta,
Lasse Hansen,
Kanako Harada,
M. Heinrich,
N. Heller,
Alessa Hering,
Arnaud Huaulm'e,
P. Jannin,
A. E. Kavur,
Oldvrich Kodym,
M. Kozubek,
Jianning Li,
Hongwei Li,
Jun Ma,
Carlos Mart'in-Isla,
Bjoern H Menze,
A. Noble,
Valentin Oreiller,
N. Padoy,
Sarthak Pati,
K. Payette,
Tim Radsch,
Jonathan Rafael-Patiño,
V. Bawa,
S. Speidel,
C. Sudre,
K. V. Wijnen,
M. Wagner,
Dong-mei Wei,
Amine Yamlahi,
Moi Hoon Yap,
Chun Yuan,
M. Zenk,
Aneeq Zia,
David Zimmerer,
D. Aydogan,
Binod Bhattarai,
Louise Bloch,
Raphael Brungel,
Jihoon Cho,
Chanyeol Choi,
Qiongyi Dou,
I. Ezhov,
C. Friedrich,
C. Fuller,
R. Gaire,
A. Galdran,
'Alvaro Garc'ia Faura,
Maria Grammatikopoulou,
S. Hong,
M. Jahanifar,
Ikbeom Jang,
A. Kadkhodamohammadi,
In-Joo Kang,
F. Kofler,
Satoshi Kondo,
H. Kuijf,
Mingxing Li,
Minh Huan Luu,
Tomavz Martinvcivc,
Pedro Morais,
M. Naser,
Bruno Oliveira,
David Owen,
Subeen Pang,
Jinah Park,
Sung-Hong Park,
Szymon Płotka,
É. Puybareau,
N. Rajpoot,
Kanghyun Ryu,
Numan Saeed,
A. Shephard,
Pengcheng Shi,
Dejan vStepec,
Ronast Subedi,
G. Tochon,
Helena R. Torres,
Hélène Urien,
Joao L. Vilacca,
K. Wahid,
Haojie Wang,
Jiacheng Wang,
Lian Wang,
Xiyue Wang,
Benedikt Wiestler,
Marek Wodziński,
Fangfang Xia,
Juanying Xie,
Zhiwei Xiong,
Sen Yang,
Yanwu Yang,
Zixuan Zhao,
K. Maier-Hein,
Paul F. Jager,
A. Kopp-Schneider,
L. Maier-Hein
|
4 |
2023 |
4
🐜
|
|
🐜
|
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection
49 auth.
C. Nwoye,
Tong Yu,
Saurav Sharma,
Aditya Murali,
Deepak Alapatt,
A. Vardazaryan,
Kun Yuan,
Jonas Hajek,
Wolfgang Reiter,
Amine Yamlahi,
Finn-Henri Smidt,
Xiaoyang Zou,
G. Zheng,
Bruno Oliveira,
Helena R. Torres,
...
Satoshi Kondo,
S. Kasai,
Felix Holm,
Ege Özsoy,
Shuangchun Gui,
Han Li,
Sista Raviteja,
R. Sathish,
Pranav Poudel,
Binod Bhattarai,
Ziheng Wang,
Guo Rui,
Melanie Schellenberg,
Joao L. Vilacca,
Tobias Czempiel,
Zhenkun Wang,
Debdoot Sheet,
S. Thapa,
Max Berniker,
Patrick Godau,
P. Morais,
Sudarshan Regmi,
T. Tran,
J. Fonseca,
Jan-Hinrich Nolke,
Estevão Lima,
E. Vazquez,
L. Maier-Hein,
N. Navab,
P. Mascagni,
B. Seeliger,
Cristians Gonzalez,
D. Mutter,
N. Padoy
|
3 |
2023 |
3
🐜
|
|
🐜
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Sources of performance variability in deep learning-based polyp detection
11 auth.
T. Tran,
T. Adler,
Amine Yamlahi,
E. Christodoulou,
Patrick Godau,
Annika Reinke,
...
M. Tizabi,
Peter Sauer,
Tillmann Persicke,
Jörg Gerhard Albert,
L. Maier-Hein
|
3 |
2022 |
3
🐜
|
