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How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation

Aug 14, 2023
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao

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Using Early Exits for Fast Inference in Automatic Modulation Classification

Aug 22, 2023
Elsayed Mohammed, Omar Mashaal, Hatem Abou-Zeid

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PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction

Aug 22, 2023
Eyal Hanania, Ilya Volovik, Lilach Barkat, Israel Cohen, Moti Freiman

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StoryBench: A Multifaceted Benchmark for Continuous Story Visualization

Aug 22, 2023
Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender

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Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

Aug 22, 2023
Yuezhou Zhang, Amos A Folarin, Judith Dineley, Pauline Conde, Valeria de Angel, Shaoxiong Sun, Yatharth Ranjan, Zulqarnain Rashid, Callum Stewart, Petroula Laiou, Heet Sankesara, Linglong Qian, Faith Matcham, Katie M White, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Björn W. Schuller, Srinivasan Vairavan, Til Wykes, Josep Maria Haro, Brenda WJH Penninx, Vaibhav A Narayan, Matthew Hotopf, Richard JB Dobson, Nicholas Cummins, RADAR-CNS consortium

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EndoNet: model for automatic calculation of H-score on histological slides

Aug 22, 2023
Egor Ushakov, Anton Naumov, Vladislav Fomberg, Polina Vishnyakova, Aleksandra Asaturova, Alina Badlaeva, Anna Tregubova, Evgeny Karpulevich, Gennady Sukhikh, Timur Fatkhudinov

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A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology

Aug 16, 2023
Vasileios Magoulianitis, Catherine A. Alexander, C. -C. Jay Kuo

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MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs

Jun 06, 2023
Raneen Younis, Abdul Hakmeh, Zahra Ahmadi

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Models of reference production: How do they withstand the test of time?

Jul 27, 2023
Fahime Same, Guanyi Chen, Kees van Deemter

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Neural Network Pruning for Real-time Polyp Segmentation

Jun 22, 2023
Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai

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