V
Vitali Liauchuk
Researcher at National Academy of Sciences of Belarus
Publications - 25
Citations - 2760
Vitali Liauchuk is an academic researcher from National Academy of Sciences of Belarus. The author has contributed to research in topics: Tuberculosis & Question answering. The author has an hindex of 11, co-authored 24 publications receiving 1848 citations.
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Journal ArticleDOI
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.
Babak Ehteshami Bejnordi,Mitko Veta,Paul J. van Diest,Bram van Ginneken,Nico Karssemeijer,Geert Litjens,Jeroen van der Laak,Meyke Hermsen,Quirine F. Manson,Maschenka Balkenhol,Oscar Geessink,N. Stathonikos,Marcory C. R. F. van Dijk,Peter Bult,Francisco Beca,Andrew H. Beck,Dayong Wang,Aditya Khosla,Rishab Gargeya,Humayun Irshad,Aoxiao Zhong,Qi Dou,Qi Dou,Quanzheng Li,Hao Chen,Huangjing Lin,Pheng-Ann Heng,Christian Haß,Elia Bruni,Quincy Wong,Ugur Halici,Mustafa Umit Oner,Rengul Cetin-Atalay,Matt Berseth,Vitali Khvatkov,Alexei Vylegzhanin,Oren Kraus,Muhammad Shaban,Nasir M. Rajpoot,Nasir M. Rajpoot,Ruqayya Awan,Korsuk Sirinukunwattana,Talha Qaiser,Yee-Wah Tsang,David Tellez,Jonas Annuscheit,Peter Hufnagl,Mira Valkonen,Kimmo Kartasalo,Kimmo Kartasalo,Leena Latonen,Pekka Ruusuvuori,Pekka Ruusuvuori,Kaisa Liimatainen,Shadi Albarqouni,Bharti Mungal,Ami George,Stefanie Demirci,Nassir Navab,Seiryo Watanabe,Shigeto Seno,Yoichi Takenaka,Hideo Matsuda,Hady Ahmady Phoulady,Vassili Kovalev,A. Kalinovsky,Vitali Liauchuk,Gloria Bueno,M. Milagro Fernández-Carrobles,Ismael Serrano,Oscar Deniz,Daniel Racoceanu,Daniel Racoceanu,Rui Venâncio +73 more
TL;DR: In the setting of a challenge competition, some deep learning algorithms achieved better diagnostic performance than a panel of 11 pathologists participating in a simulation exercise designed to mimic routine pathology workflow; algorithm performance was comparable with an expert pathologist interpreting whole-slide images without time constraints.
Journal ArticleDOI
Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.
Mitko Veta,Yujing J. Heng,Nikolas Stathonikos,Babak Ehteshami Bejnordi,Francisco Beca,Thomas Wollmann,Karl Rohr,Manan Shah,Dayong Wang,Mikael Rousson,Martin Hedlund,David Tellez,Francesco Ciompi,Erwan Zerhouni,David Lanyi,Matheus P. Viana,Vassili Kovalev,Vitali Liauchuk,Hady Ahmady Phoulady,Talha Qaiser,Simon Graham,Nasir M. Rajpoot,Erik Sjöblom,Jesper Molin,Kyunghyun Paeng,Sangheum Hwang,Sunggyun Park,Zhipeng Jia,Eric Chang,Yan Xu,Andrew H. Beck,Paul J. van Diest,Josien P. W. Pluim +32 more
TL;DR: The achieved results are promising given the difficulty of the tasks and weakly‐labeled nature of the ground truth, however, further research is needed to improve the practical utility of image analysis methods for this task.
Book ChapterDOI
Overview of ImageCLEF 2017: Information extraction from images
Bogdan Ionescu,Henning Müller,Mauricio Villegas,Helbert Arenas,Giulia Boato,Duc-Tien Dang-Nguyen,Yashin Dicente Cid,Carsten Eickhoff,Alba García Seco de Herrera,Cathal Gurrin,Bayzidul Islam,Vassili Kovalev,Vitali Liauchuk,Josiane Mothe,Luca Piras,Michael Riegler,Immanuel Schwall +16 more
TL;DR: An overview of the ImageCLEF 2017 evaluation campaign, an event that was organized as part of the CLEF (Conference and Labs of the Evaluation Forum) labs 2017, shows the interest in this benchmarking campaign despite the fact that all four tasks were new and had to create their own community.
Book ChapterDOI
Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation
Bogdan Ionescu,Henning Müller,Mauricio Villegas,Alba García Seco de Herrera,Carsten Eickhoff,Vincent Andrearczyk,Yashin Dicente Cid,Vitali Liauchuk,Vassili Kovalev,Sadid A. Hasan,Yuan Ling,Oladimeji Farri,Joey Liu,Matthew P. Lungren,Duc-Tien Dang-Nguyen,Luca Piras,Michael Riegler,Liting Zhou,Mathias Lux,Cathal Gurrin +19 more
TL;DR: An overview of the ImageCLEF 2018 evaluation campaign is presented, with over 100 research groups registering and 31 submitting results for the tasks, shows an increasing interest in this benchmarking campaign.
Book ChapterDOI
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature
Bogdan Ionescu,Henning Müller,Renaud Péteri,Yashin Dicente Cid,Vitali Liauchuk,Vassili Kovalev,Dzmitri Klimuk,Aleh Tarasau,Asma Ben Abacha,Sadid A. Hasan,Vivek V. Datla,Joey Liu,Dina Demner-Fushman,Duc-Tien Dang-Nguyen,Luca Piras,Michael Riegler,Minh-Triet Tran,Mathias Lux,Cathal Gurrin,Obioma Pelka,Christoph M. Friedrich,Alba García Seco de Herrera,Narciso Garcia,Ergina Kavallieratou,Carlos R. del Blanco,Carlos Cuevas,Nikos Vasillopoulos,Konstantinos Karampidis,Jon Chamberlain,Adrian F. Clark,Antonio Campello +30 more
TL;DR: An overview of the ImageCLEF 2019 lab is presented, organized as part of the Conference and Labs of the Evaluation Forum - CLEF Labs 2019, and shows an important interest in this benchmark campaign.