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20172025
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

Showing 2024Show all

5 papers · 1 filter

physics.optics2024★ 10 cited

Scalable Miniature On-chip Fourier Transform Spectrometer For Raman Spectroscopy

Sarp Kerman, Xiao Luo, Zuoqin Ding +6

Miniaturized spectrometers for Raman spectroscopy have the potential to open up a new chapter in sensing. Raman spectroscopy is essential for material characterization and biomedic…

eess.IV2024★ 1 cited

Toward Zero-Shot Learning for Visual Dehazing of Urological Surgical Robots

Renkai Wu, Xianjin Wang, Pengchen Liang +3

Robot-assisted surgery has profoundly influenced current forms of minimally invasive surgery. However, in transurethral suburethral urological surgical robots, they need to work in…

eess.IV2024★ 33 cited

Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI

Lei Zhou, Yuzhong Zhang, Jiadong Zhang +8

Automated breast tumor segmentation on the basis of dynamic contrast-enhancement magnetic resonance imaging (DCE-MRI) has shown great promise in clinical practice, particularly for…

eess.IV2024★ 169 cited

UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation

Renkai Wu, Yinghao Liu, Pengchen Liang +1

Traditionally for improving the segmentation performance of models, most approaches prefer to use adding more complex modules. And this is not suitable for the medical field, espec…

cs.LG2024★ 4 cited

Automated Contrastive Learning Strategy Search for Time Series

Baoyu Jing, Yansen Wang, Guoxin Sui +5

In recent years, Contrastive Learning (CL) has become a predominant representation learning paradigm for time series. Most existing methods manually build specific CL Strategies (C…