Title
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI F. Spagnolo N. Molchanova Mario Ocampo Pineda L. Melie-García Meritxell Bach Cuadra C. Granziera Vincent Andrearczyk A. Depeursinge FAtt MedIm 26 0 0 21 Aug 2024
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps Florian Kofler Hendrik Möller Josef A. Buchner Ezequiel de la Rosa Ivan Ezhov ... Stefan K. Ehrlich Annika Reinke Bjoern H. Menze Benedikt Wiestler Marie Piraud ISeg 20 7 0 05 Dec 2023
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions Ayhan Can Erdur Daniel Scholz Josef A. Buchner Stephanie E. Combs Daniel Rueckert J. Peeken 11 2 0 04 Oct 2023
Automated Ensemble-Based Segmentation of Adult Brain Tumors: A Novel Approach Using the BraTS AFRICA Challenge Data Chiranjeewee Prasad Koirala Sovesh Mohapatra Advait Gosai G. Schlaug 13 1 0 14 Aug 2023
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function M. F. Rachmadi Charissa Poon Henrik Skibbe ISeg 19 5 0 13 Apr 2023
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration Diana Waldmannstetter Benedikt Wiestler Julian Schwarting Ivan Ezhov M. Metz ... Jan S. Kirschke Rolf A. Heckemann Marie Piraud Bjoern H. Menze Florian Kofler 26 0 0 04 Apr 2023
Approaching Peak Ground Truth Florian Kofler J. Wahle Ivan Ezhov S. J. Wagner Rami Al-Maskari ... Jan Kirschke C. Zimmer Benedikt Wiestler Bjoern H. Menze Marie Piraud 29 9 0 31 Dec 2022
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021 Carole H. Sudre K. V. Wijnen Florian Dubost H. Adams D. Atkinson ... F. Wolters P. Yilmaz M. Groot Meike W. Vernooij Marleen de Bruijne 23 19 0 15 Aug 2022
Metrics reloaded: Recommendations for image analysis validation Lena Maier-Hein Annika Reinke Patrick Godau M. Tizabi Florian Buettner ... Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger 25 216 0 03 Jun 2022
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 21 15 0 18 Apr 2021
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient Florian Kofler Ivan Ezhov Fabian Isensee F. Balsiger Christoph Berger ... C. Zimmer D. Ankerst Jan Kirschke Benedikt Wiestler Bjoern H. Menze 23 51 0 10 Mar 2021