End-to-end Sequential MRI

1California Institute of Technology 2University of Texas at Austin 3Harvard Medical School 4Massachusetts Institute of Technology *Equal contribution Accelerated MRI shortens acquisition time by subsampling in the measurement k-space. Recovering a high-fidelity anatomical image from subsampled measurements requires close cooperation between two components: (1) a sampler that chooses the subsampling pattern and (2) a reconstructor that recovers images from incomplete measurements. In this pa

2 mentions: @yisongyue@ZihuiRayWu
Keywords: end-to-end
Date:

Referring Tweets

@yisongyue
@yisongyue Congrats to Tianwei, @ZihuiRayWu & the other co-authors @AdrianDalca, @_sun_he, @klbouman! The basic idea is to jointly optimize sensing and MRI reconstruction using a learning-augmented differentiable workflow. You can learn more about their work here: t.co/SejagUNmxC t.co/SqygURZpBo t.co/OaNnSPBFcZ
@ZihuiRayWu
@ZihuiRayWu The best paper of #ML4H2021 was awarded to SeqMRI, which learns to sequentially select future measurements based on previous samples to improve accelerated MRI. Authors: Tianwei Yin, @ZihuiRayWu, @_sun_he, @AdrianDalca, @yisongyue, @klbouman Website: t.co/Btd4mr5AEv t.co/x3L3u4PPPX

Related Entries

GitHub - aymericdamien/TensorFlow-Examples: TensorFlow Tutorial and Examples for Beginners with Late...
Read more GitHub - aymericdamien/TensorFlow-Examples: TensorFlow Tutorial and Examples for Beginners with Late...
0 users, 0 mentions 2018/04/22 03:41
[Neural_SDFs tutorial]
Read more [Neural_SDFs tutorial]
0 users, 1 mentions 2021/12/12 13:37
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction | OpenReview
Read more Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction | OpenReview
0 users, 0 mentions 2022/01/06 18:09
GitHub - fuzhenxin/Style-Transfer-in-Text: Paper List for Style Transfer in Text
Read more GitHub - fuzhenxin/Style-Transfer-in-Text: Paper List for Style Transfer in Text
1 users, 0 mentions 2022/01/27 09:09
GitHub - tomislavrekic/Unity-Number-Recognition: Number recognition done with a neural network. Made...
Read more GitHub - tomislavrekic/Unity-Number-Recognition: Number recognition done with a neural network. Made...
0 users, 1 mentions 2022/01/29 13:37

ML-Newsについて

機械学習の技術に関する情報は流速も早いし、分野も多様でキャッチアップが大変です。Twitterで機械学習用のリストを作っても、普段は機械学習以外の話題が多く流れており、効率的に情報収集するのは困難です。

ML-NewsはSNSを情報源とした機械学習に特化したニュースサイトです。機械学習に関する論文ブログライブラリコンペティション発表資料勉強会などの最新の情報を効率的に収集できます。

機械学習を応用した自然言語処理、画像認識、情報検索などの分野の情報や機械学習で必要になるデータ基盤やMLOpsの話題もカバーしています。
安定したサイト運営のためにGitHub sponsorを募集しています。

お知らせ

  • 2021/12/31: デザインを刷新しました
  • 2021/04/08: 日本語Kaggleのカテゴリを新設しました