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1706.00712
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Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
2 June 2017
Nima Tajbakhsh
Jae Y. Shin
S. Gurudu
R. T. Hurst
Christopher B. Kendall
Michael B. Gotway
Jianming Liang
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Papers citing
"Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?"
50 / 373 papers shown
Title
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction
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On the Role of Individual Differences in Current Approaches to Computational Image Aesthetics
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27 Feb 2025
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20 Jan 2025
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60
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Sample Correlation for Fingerprinting Deep Face Recognition
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Jian Liang
Yanbo Wang
Ran He
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Larissa Ferreira Rodrigues
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39
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26 Dec 2024
Behavior Backdoor for Deep Learning Models
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R. Tao
Jian Yang
Hao Liu
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Y. X. Wei
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0
02 Dec 2024
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
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Junde Wu
Cheng Ouyang
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DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models
Haifeng Sun
Lan Zhang
Xiang-Yang Li
59
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Deep Convolutional Neural Networks on Multiclass Classification of Three-Dimensional Brain Images for Parkinson's Disease Stage Prediction
Guan-Hua Huang
Wan-Chen Lai
Tai-Been Chen
Chien-Chin Hsu
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Yi-Chen Wu
Li-Ren Yeh
MedIm
39
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Aarham Wasit
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22
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16
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Jack Rothenberg
Haichong K. Zhang
43
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Kerem Cekmeceli
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G. I. Tombak
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MedIm
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29
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Joint Neural Networks for One-shot Object Recognition and Detection
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Straightforward Layer-wise Pruning for More Efficient Visual Adaptation
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Jinglei Tang
58
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19 Jul 2024
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Chao Feng
Daniel Wang
Tianye Wang
Ziyao Zeng
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Pengliang Ji
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Yuanning Li
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43
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Mario Francisco Munoz
Hoang Vu Huy
Thanh-Dung Le
42
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Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation
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Xiaopeng Hong
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Yong Dai
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12 Jul 2024
Evolutionary Trigger Detection and Lightweight Model Repair Based Backdoor Defense
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Comparison of fine-tuning strategies for transfer learning in medical image classification
Ana Davila
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Yasuhisa Hasegawa
24
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FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis
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Mohammad Yaqub
42
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DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification
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28
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One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models
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Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement
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Physics-Informed Neural Networks for High-Frequency and Multi-Scale Problems using Transfer Learning
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43
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FlowMur: A Stealthy and Practical Audio Backdoor Attack with Limited Knowledge
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Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles
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Brennan Nichyporuk
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Data efficient deep learning for medical image analysis: A survey
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