Deep Learning Enables Automatic Detection and Segmentation of Brain
Metastases on Multi-Sequence MRI

Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multi-Sequence MRI

18 March 2019

Papers citing "Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multi-Sequence MRI"

9 / 9 papers shown

Title
Revisiting MAE pre-training for 3D medical image segmentation Tassilo Wald Constantin Ulrich Stanislav Lukyanenko Andrei Goncharov Alberto Paderno Leander Maerkisch Paul F. Jäger Paul F. Jäger Klaus Maier-Hein 50 2 0 30 Oct 2024
Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation Yixing Huang Zahra Khodabakhshi A. Gomaa Manuel Schmidt R. Fietkau Matthias Guckenberger N. Andratschke Christoph Bert S. Tanadini-Lang F. Putz 39 5 0 17 May 2024
Pre-examinations Improve Automated Metastases Detection on Cranial MRI K. Deike-Hofmann Dorottya Dancs D. Paech H. Schlemmer Klaus Maier-Hein P. Bäumer A. Radbruch Michael Götz 23 4 0 13 Mar 2024
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan Yuille Yuyin Zhou MedIm ViT 41 36 0 11 Oct 2023
Preoperative brain tumor imaging: models and software for segmentation and standardized reporting D. Bouget André Pedersen A. Jakola V. Kavouridis K. Emblem ... M. Witte A. Zwinderman P. D. W. Hamer O. Solheim Ingerid Reinertsen 28 21 0 29 Apr 2022
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification Yixing Huang Christoph Bert Stefan Fischer Manuel Schmidt Arnd Dörfler Andreas Maier R. Fietkau F. Putz FedML CLL OOD MedIm 36 17 0 26 Apr 2022
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data Yixing Huang Christoph Bert P. Sommer Benjamin Frey U. Gaipl ... Manuel Schmidt Arnd Dörfler Andreas Maier R. Fietkau F. Putz 19 41 0 22 Dec 2021
Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI using Noisy Student-based Training Engin Dikici X. V. Nguyen M. Bigelow J. Ryu Luciano M Prevedello 18 7 0 10 Nov 2021
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 98 159 0 24 Jul 2020