Best Paper Award

Dear Colleagues,

We are pleased to announce the winner of the J. Imaging 2020 Best Paper Award. All papers published in Volume 6 (18 December 2019–21 December 2020) in J. Imaging were considered for the award. After a thorough evaluation of the originality and significance of the papers, citations, and downloads, the one winning paper, which was nominated by the Editor-in-Chief, Prof. Dr. Raimondo Schettini, has been selected.

One review:
Explainable Deep Learning Models in Medical Image Analysis
By Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
J. Imaging 2020, 6(6), 52; https://doi.org/10.3390/jimaging6060052

The winner (corresponding author) will receive CHF 500 and a chance to publish a paper in J. Imaging free of charge (1600 CHF) in 2022.

On behalf of the assessment committee, I would like to congratulate the winner on his accomplishment. We would also like to take this opportunity to thank all the nominated research groups of the above exceptional papers for their contributions to J. Imaging, and the Award Committee for voting and helping with this award.

Kind regards,
Editor-in-Chief
Prof. Dr. Raimondo Schettini, J. Imaging

 
J. Imaging 2020 Best Paper Award
 

Eligibility and Requirements

– All papers published in J. Imaging will be eligible (Both regular and Special Issue submissions).

 
Past Winners
 
Year: 

Winner

40 pages, 5188 KiB  
Review
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey
by Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli and Leonardo Rundo
J. Imaging 2022, 8(8), 205; https://doi.org/10.3390/jimaging8080205 - 22 Jul 2022
19 pages, 1713 KiB  
Article
Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components
by Yassir Bendou, Yuqing Hu, Raphael Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux and Vincent Gripon
J. Imaging 2022, 8(7), 179; https://doi.org/10.3390/jimaging8070179 - 24 Jun 2022

Award Committee

Prof. Raimondo Schettini Chairman
DISCO
Prof. Dr. Bin Fan
University of Science and Technology Beijing
Dr. William Higgins
Penn State University

Winner

21 pages, 391 KiB  
Review
Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review
by Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh, Riccardo De Feo, Mithilesh Prakash, Robert Ciszek and Jussi Tohka
J. Imaging 2021, 7(4), 66; https://doi.org/10.3390/jimaging7040066 - 1 Apr 2021
16 pages, 2203 KiB  
Article
Skin Lesion Segmentation Using Deep Learning with Auxiliary Task
by Lina Liu, Ying Y. Tsui and Mrinal Mandal
J. Imaging 2021, 7(4), 67; https://doi.org/10.3390/jimaging7040067 - 2 Apr 2021

Winner

19 pages, 11380 KiB  
Review
Explainable Deep Learning Models in Medical Image Analysis
by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
J. Imaging 2020, 6(6), 52; https://doi.org/10.3390/jimaging6060052 - 20 Jun 2020

Award Committee

Prof. Raimondo Schettini Chairman
DISCO
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