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2112.02889
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Joint Learning of Localized Representations from Medical Images and Reports
European Conference on Computer Vision (ECCV), 2021
6 December 2021
Philipp Muller
Georgios Kaissis
Cong Zou
Daniel Munich
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Papers citing
"Joint Learning of Localized Representations from Medical Images and Reports"
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A scoping review on multimodal deep learning in biomedical images and texts
Journal of Biomedical Informatics (JBI), 2023
Zhaoyi Sun
Mingquan Lin
Qingqing Zhu
Qianqian Xie
Haiwei Yang
Zhiyong Lu
Yifan Peng
278
38
0
14 Jul 2023
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions
Neural Information Processing Systems (NeurIPS), 2023
Sangwoo Mo
Minkyu Kim
Kyungmin Lee
Jinwoo Shin
VLM
CLIP
369
38
0
23 May 2023
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation
Wenting Chen
Jie Liu
Yixuan Yuan
VLM
221
11
0
20 May 2023
Sample-Specific Debiasing for Better Image-Text Models
Machine Learning in Health Care (MLHC), 2023
Peiqi Wang
Yingcheng Liu
Ching-Yun Ko
W. Wells
Seth Berkowitz
Steven Horng
Polina Golland
SSL
MedIm
351
1
0
25 Apr 2023
ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity
Sumin Seo
Jaewoong Shin
Jaewoo Kang
Tae Soo Kim
Thijs Kooi
150
1
0
11 Apr 2023
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime
International Conference on Medical Imaging with Deep Learning (MIDL), 2023
Rhydian Windsor
A. Jamaludin
T. Kadir
Andrew Zisserman
VLM
213
16
0
30 Mar 2023
Local Contrastive Learning for Medical Image Recognition
S. A. Rizvi
Ruixiang Tang
X. Jiang
X. Ma
X. Hu
176
10
0
24 Mar 2023
MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation
Léo Milecki
Vicky Kalogeiton
Sylvain Bodard
D. Anglicheau
J. Correas
M. Timsit
Maria Vakalopoulou
MedIm
236
5
0
22 Mar 2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation
IEEE International Conference on Computer Vision (ICCV), 2023
Gefen Dawidowicz
Elad Hirsch
A. Tal
191
22
0
21 Mar 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images
Nature Communications (Nat. Commun.), 2023
Xiaoman Zhang
Chaoyi Wu
Ya Zhang
Yanfeng Wang
Weidi Xie
MedIm
368
199
0
27 Feb 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts
IEEE International Conference on Computer Vision (ICCV), 2023
Zhihong Chen
Shizhe Diao
Benyou Wang
Guanbin Li
Xiang Wan
MedIm
319
44
0
17 Feb 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology
IEEE International Conference on Computer Vision (ICCV), 2023
Chaoyi Wu
Xiaoman Zhang
Ya Zhang
Yanfeng Wang
Weidi Xie
LM&MA
VLM
387
172
0
05 Jan 2023
Using Multiple Instance Learning to Build Multimodal Representations
Information Processing in Medical Imaging (IPMI), 2022
Peiqi Wang
W. Wells
Seth Berkowitz
Steven Horng
Polina Golland
SSL
220
8
0
11 Dec 2022
The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Philip Muller
Georgios Kaissis
Daniel Rueckert
MedIm
251
10
0
14 Nov 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
Neural Information Processing Systems (NeurIPS), 2022
Fuying Wang
Yuyin Zhou
Shujun Wang
V. Vardhanabhuti
Lequan Yu
318
218
0
12 Oct 2022
LViT: Language meets Vision Transformer in Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Zihan Li
Yunxiang Li
Qingde Li
Puyang Wang
Dazhou Guo
Le Lu
D. Jin
You Zhang
Qingqi Hong
VLM
MedIm
328
222
0
29 Jun 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing
European Conference on Computer Vision (ECCV), 2022
Benedikt Boecking
Naoto Usuyama
Shruthi Bannur
Daniel Coelho De Castro
Anton Schwaighofer
...
Tristan Naumann
A. Nori
Javier Alvarez-Valle
Hoifung Poon
Ozan Oktay
496
362
0
21 Apr 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
ACM Computing Surveys (CSUR), 2021
Benyou Wang
Qianqian Xie
Jiahuan Pei
Zhihong Chen
Prayag Tiwari
Zhao Li
Jie Fu
LM&MA
AI4CE
481
211
0
11 Oct 2021
Contrastive Learning of Medical Visual Representations from Paired Images and Text
Machine Learning in Health Care (MLHC), 2020
Yuhao Zhang
Hang Jiang
Yasuhide Miura
Christopher D. Manning
C. Langlotz
MedIm
733
960
0
02 Oct 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.2K
4,680
0
17 Jun 2020
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