Receive a weekly summary and discussion of the top papers of the week by leading researchers in the field.

Cropformer: A new generalized deep learning classification approach for multi-scenario crop classification.
In Frontiers in plant science
Wang Hengbin, Chang Wanqiu, Yao Yu, Yao Zhiying, Zhao Yuanyuan, Li Shaoming, Liu Zhe, Zhang Xiaodong
2023
Cropformer, deep learning, multi-scenario crop classification, pre-training, time series

A learning-based image processing approach for pulse wave velocity estimation using spectrogram from peripheral pulse wave signals: An in silico study.
In Frontiers in physiology
Vargas Juan M, Bahloul Mohamed A, Laleg-Kirati Taous-Meriem
2023
PPG, distal blood pressure, image processing, machine learning (ML), pulse wave velocity, semi-classical signal analysis, spectrogram

COVID-19 and pneumonia diagnosis from chest X-ray images using convolutional neural networks.
In Network modeling and analysis in health informatics and bioinformatics
Hariri Muhab, Avşar Ercan
2023
COVID-19, Classification, Convolutional neural networks, Deep learning, Lung diseases, Transfer learning

Study on the nitrogen content estimation model of cotton leaves based on "image-spectrum-fluorescence" data fusion.
In Frontiers in plant science
OBJECTIVE :
METHODS :
RESULTS :
CONCLUSION :
Qin Shizhe, Ding Yiren, Zhou Zexuan, Zhou Meng, Wang Hongyu, Xu Feng, Yao Qiushuang, Lv Xin, Zhang Ze, Zhang Lifu
2023
chlorophyll fluorescence, cotton, data fusion, digital images, hyperspectral, nitrogen
Deep-learning convolutional neural network-based scatter correction for contrast enhanced digital breast tomosynthesis in both cranio-caudal and mediolateral-oblique views.
In Journal of medical imaging (Bellingham, Wash.)
PURPOSE :
APPROACH :
RESULTS :
CONCLUSIONS :
Duan Xiaoyu, Sahu Pranjal, Huang Hailiang, Zhao Wei
2023-Feb
contrast-enhanced digital breast tomosynthesis, convolutional neural network, scatter correction

Adversarial-based latent space alignment network for left atrial appendage segmentation in transesophageal echocardiography images.
In Frontiers in cardiovascular medicine
Zhu Xueli, Zhang Shengmin, Hao Huaying, Zhao Yitian
2023
deep learning, latent space, left atrial appendage, segmentation, transesophageal echocardiography
Weekly Summary
Receive a weekly summary and discussion of the top papers of the week by leading researchers in the field.