pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

7 October 2020

Papers citing "pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis"

6 / 6 papers shown

Title
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 22 7 0 05 Dec 2023
Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings Florian Kofler Ivan Ezhov Lucas Fidon Izabela Horvath Ezequiel de la Rosa ... Jan Kirschke Tom Vercauteren C. Zimmer Benedikt Wiestler Bjoern H. Menze 22 5 0 17 May 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 26 38 0 10 Apr 2022
spectrai: A deep learning framework for spectral data C. Horgan Mads S. Bergholt VLM 23 4 0 17 Aug 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 150 428 0 09 Mar 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 373 10,639 0 19 Feb 2017