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Towards General Purpose Medical AI: Continual Learning Medical
  Foundation Model

Towards General Purpose Medical AI: Continual Learning Medical Foundation Model

12 March 2023
Huahui Yi
Ziyuan Qin
Qicheng Lao
Wei Xu
Zekun Jiang
Dequan Wang
Shaoting Zhang
Kang Li
    OOD
    MedIm
    CLL
ArXivPDFHTML

Papers citing "Towards General Purpose Medical AI: Continual Learning Medical Foundation Model"

11 / 11 papers shown
Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey
Multimodal Large Language Models for Medicine: A Comprehensive Survey
Jiarui Ye
Hao Tang
LM&MA
89
0
0
29 Apr 2025
Are Natural Domain Foundation Models Useful for Medical Image
  Classification?
Are Natural Domain Foundation Models Useful for Medical Image Classification?
Joana Palés Huix
Adithya Raju Ganeshan
Johan Fredin Haslum
Magnus P Soderberg
Christos Matsoukas
Kevin Smith
OOD
MedIm
VLM
24
30
0
30 Oct 2023
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A
  Survey
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey
Yichi Zhang
Rushi Jiao
MedIm
VLM
32
26
0
05 May 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
Jie Liu
Yixiao Zhang
Jieneng Chen
Junfei Xiao
Yongyi Lu
Bennett A. Landman
Yixuan Yuan
Alan Yuille
Yucheng Tang
Zongwei Zhou
VLM
MedIm
39
194
0
02 Jan 2023
CLIP model is an Efficient Continual Learner
CLIP model is an Efficient Continual Learner
Vishal G. Thengane
Salman Khan
Munawar Hayat
F. Khan
BDL
VLM
CLL
112
46
0
06 Oct 2022
Medical Image Understanding with Pretrained Vision Language Models: A
  Comprehensive Study
Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study
Ziyuan Qin
Huahui Yi
Qicheng Lao
Kang Li
VLM
36
65
0
30 Sep 2022
Masked Autoencoders Are Scalable Vision Learners
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
305
7,443
0
11 Nov 2021
NeoUNet: Towards accurate colon polyp segmentation and neoplasm
  detection
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection
P. N. Lan
N. S. An
D. V. Hang
D. Long
T. Trung
N. T. Thuy
D. V. Sang
133
69
0
11 Jul 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLM
CLIP
310
3,708
0
11 Feb 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural
  Language Inference
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Timo Schick
Hinrich Schütze
258
1,589
0
21 Jan 2020
Language Models as Knowledge Bases?
Language Models as Knowledge Bases?
Fabio Petroni
Tim Rocktaschel
Patrick Lewis
A. Bakhtin
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
AI4MH
415
2,588
0
03 Sep 2019
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