DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated
MR Images

DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images

12 March 2024

Joanna Polańska

B. Bobek-Billewicz

Klaus H. Maier-Hein

Papers citing "DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images"

8 / 8 papers shown

Title
Input Data Adaptive Learning (IDAL) for Sub-acute Ischemic Stroke Lesion Segmentation Chaolu Feng Dazhe Zhao Christoph Kolb Mingxu Huang OOD AI4CE 21 15 0 12 Mar 2024
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation M. Keaton Ram J. Zaveri Gianfranco Doretto 19 14 0 28 Dec 2022
Partial annotations for the segmentation of large structures with low annotation cost Bella Specktor-Fadida Daphna Link-Sourani Liat Ben Sira Elka Miller D. Ben Bashat Leo Joskowicz 16 2 0 25 Sep 2022
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 39 529 0 18 Feb 2021
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 23 25 0 11 May 2020
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis V. Cheplygina Marleen de Bruijne J. Pluim 16 744 0 17 Apr 2018
Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners V. Cheplygina Annegreet van Opbroek M. Ikram Meike W. Vernooij Marleen de Bruijne 22 1 0 15 Mar 2017
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation Xiaomei Zhao Yihong Wu Guidong Song Zhenye Li Yazhuo Zhang Yong-Xian Fan MedIm 11 668 0 15 Feb 2017