Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss

2 November 2018

Papers citing "Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss"

14 / 14 papers shown

Title
Transformers-based architectures for stroke segmentation: A review Yalda Zafari-Ghadim Essam A. Rashed M. Mabrok MedIm 30 1 0 27 Mar 2024
CT Perfusion is All We Need: 4D CNN Segmentation of Penumbra and Core in Patients With Suspected Ischemic Stroke Luca Tomasetti K. Engan Liv Jorunn Høllesli K. D. Kurz M. Khanmohammadi 26 2 0 15 Mar 2023
Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP) Mohsen Soltanpour Muhammad Yousefnezhad Russ Greiner Pierre Boulanger B. Buck 11 1 0 16 Nov 2022
Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection Luca Tomasetti M. Khanmohammadi K. Engan Liv Jorunn Høllesli K. D. Kurz 20 5 0 18 Mar 2022
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke A. Dobshik A. Tulupov V. Berikov 24 3 0 04 Sep 2021
Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI Yichi Zhang 11 24 0 28 Dec 2020
AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning Ezequiel de la Rosa Diana Sima Bjoern H. Menze Jan S. Kirschke D. Robben 30 13 0 04 Oct 2020
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks Guotai Wang Tao Song Q. Dong Mei Cui Ning Huang Shaoting Zhang DiffM MedIm 30 73 0 07 Jul 2020
Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net Manvel Avetisian V. Kokh Alexander Tuzhilin Dmitry Umerenkov 6 20 0 31 Mar 2020
Recurrent convolutional neural networks for mandible segmentation from computed tomography Bingjiang Qiu Jiapan Guo J. Kraeima H. Glas R. Borra M. Witjes P. V. van Ooijen MedIm 22 10 0 13 Mar 2020
Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification Kitsuchart Pasupa Supawit Vatathanavaro Suchat Tungjitnob 6 59 0 10 Jan 2020
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 11 218 0 06 Nov 2019
CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation Jonathan Rubin S. M. Abulnaga DiffM MedIm 16 19 0 30 Apr 2019
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 307 10,621 0 19 Feb 2017