期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (5)
Inverse problems are essential to imaging applications. In this letter, we propose a model-based deep learning network, named FISTA-Net, by combining ......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (9)
A novel super-resolution volumetric photoacoustic microscopy, based on the theory of structured-illumination, is proposed in this paper. The structure......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (8)
The real-time localization of the guidewire endpoints is a stepping stone to computer-assisted percutaneous coronary intervention (PCI). However, meth......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (9)
The automatic diagnosis of various conventional ophthalmic diseases from fundus images is important in clinical practice. However, developing such aut......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (6)
Cervical cancer, as one of the most frequently diagnosed cancers worldwide, is curable when detected early. Histopathology images play an important ro......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (9)
Given the outbreak of COVID-19 pandemic and the shortage of medical resource, extensive deep learning models have been proposed for automatic COVID-19......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (4)
Automatic thoracic disease diagnosis is a rising research topic in the medical imaging community, with many potential applications. However, the incon......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (4)
Convolutional Neural Networks (CNNs) have achieved overwhelming success in learning-related problems for 2D/3D images in the Euclidean space. However,......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (5)
In this paper, we report the results of the first international contest on mitosis detection in phase-contrast microscopy image sequences (http://c362......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (7)
Automatic surgical workflow recognition is a key component for developing context-aware computer-assisted systems in the operating theatre. Previous w......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (9)
Instance segmentation is of great importance for many biological applications, such as study of neural cell interactions, plant phenotyping, and quant......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (9)
The important cues for a realistic lung nodule synthesis include the diversity in shape and background, controllability of semantic feature levels, an......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (9)
Differentiating Vertebral Compression Fractures (VCFs) associated with trauma and osteoporosis (benign VCFs) or those caused by metastatic cancer (mal......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (7)
Automated segmentation of brain glioma plays an active role in diagnosis decision, progression monitoring and surgery planning. Based on deep neural n......
期刊： IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (8)
Pathological examination is the gold standard for the diagnosis of cancer. Common pathological examinations include hematoxylin-eosin (H&E) staini......
