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Medicine 论文解读
Medicine 领域重要论文的 AI 解读列表，按研究动机、方法与结果结构化呈现。
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4,880 results
Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning
Zeynettin Akkus, Issa Ali, +6
arXiv (Cornell University)
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2016
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11 citations
Primal-Dual Wasserstein GAN
Mevlana Gemici, Zeynep Akata, +1
arXiv (Cornell University)
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2018
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11 citations
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images
Shiran Zada, Itay Benou, +1
arXiv (Cornell University)
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2021
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11 citations
Q-Net: Query-Informed Few-Shot Medical Image Segmentation
Qianqian Shen, Yanan Li, +2
arXiv (Cornell University)
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2022
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11 citations
Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: a review
Fan Zhang, Alessandro Daducci, +7
arXiv (Cornell University)
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2021
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11 citations
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy
Abhijit Guha Roy, Sailesh Conjeti, +2
arXiv (Cornell University)
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2018
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11 citations
Recent advances in deep learning applied to skin cancer detection
André G. C. Pacheco, Renato A. Krohling
arXiv (Cornell University)
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2019
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11 citations
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach
Avisek Lahiri, Vineet Jain, +2
arXiv (Cornell University)
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2018
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11 citations
Review: Noise and artifact reduction for MRI using deep learning
Daiki Tamada
arXiv (Cornell University)
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2020
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11 citations
Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification
Zhuoning Yuan, Yan Yan, +2
arXiv (Cornell University)
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2020
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11 citations
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