LOTUS: Learning to Optimize Task-based US representations

LOTUS: Learning to Optimize Task-based US representations

29 July 2023

Yordanka Velikova

Mohammad Farid Azampour

Vanessa Gonzalez Duque

Nassir Navab

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Papers citing "LOTUS: Learning to Optimize Task-based US representations"

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Title
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning Walter Simson Magdalini Paschali Vasiliki Sideri-Lampretsa Nassir Navab J. Dahl OOD 44 16 0 06 Feb 2023
TotalSegmentator: robust segmentation of 104 anatomical structures in CT images Jakob Wasserthal H. Breit Manfred T. Meyer M. Pradella Daniel Hinck ... Daniel Boll Joshy Cyriac Shan Yang M. Bach Martin Segeroth OOD 69 755 0 11 Aug 2022
CACTUSS: Common Anatomical CT-US Space for US examinations Yordanka Velikova Walter Simson M. Salehi Mohammad Farid Azampour P. Paprottka Nassir Navab 50 13 0 18 Jul 2022
Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry M. Krönke Christine Eilers D. Dimova Melanie Köhler G. Buschner ... Marcus R. Makowski J. Nagarajah Nassir Navab W. Weber T. Wendler 43 31 0 10 Aug 2021
Rethinking Ultrasound Augmentation: A Physics-Inspired Approach M. Tirindelli Christine Eilers Walter Simson Magdalini Paschali Mohammad Farid Azampour Nassir Navab MedIm 34 26 0 05 May 2021
Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images Devavrat Tomar Lin Zhang Tiziano Portenier O. Goksel DiffM MedIm 58 20 0 09 Mar 2021
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 86 1,225 0 30 Jul 2020
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Yue Zhang S. Miao Tommaso Mansi Rui Liao MedIm 58 206 0 11 Jun 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Qi Dou Cheng Ouyang Cheng Chen Hao Chen Pheng-Ann Heng MedIm 62 297 0 29 Apr 2018
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 125 5,553 0 30 Mar 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015