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Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework
8 May 2023
Jannatul Nayem
Sayed Sahriar Hasan
Noshin Amina
Bristy Das
Md. Shahin Ali
M. Ahsan
S. Raman
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Papers citing
"Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework"
5 / 5 papers shown
Few-Shot Multimodal Medical Imaging: A Theoretical Framework
Md Talha Mohsin
Ismail Abdulrashid
195
0
0
03 Nov 2025
Enhancing Early Alzheimer Disease Detection through Big Data and Ensemble Few-Shot Learning
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Safa Ben Atitallah
Maha Driss
W. Boulila
Anis Koubaa
137
9
0
22 Oct 2025
PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification
Zhenwei Wang
Qiule Sun
Bingbing Zhang
Pengfei Wang
Jianxin Zhang
Qiang Zhang
VLM
348
5
0
13 Apr 2024
A Systematic Review of Few-Shot Learning in Medical Imaging
Eva Pachetti
Sara Colantonio
400
87
0
20 Sep 2023
Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging
Pulkit Khandelwal
Paul Yushkevich
OOD
403
48
0
18 Aug 2020
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