Fajin Dong, Ruilian She, Chen Cui, Siyuan Shi et al.
Objectives To investigate how a DL model makes decisions in lesion classification with a newly defined region of evidence (ROE) by incorporating "explainable AI" (xAI) techniques. Methods A data set of 785 2D breast ultrasound images acquired from 367 females. The DenseNet-121 was used to classify w...
Fajin Dong, Huaiyu Wu, Lei Zhang, Hongtian Tian et al.
Objectives Evaluating the value of screening breast masses by separate or combined use of multimodal Sound Touch Elastography. Methods Women with 159 masses (mean size, 14.86 ± 6.57 mm; range, 5.30–30.00 mm) were enrolled in the study. The pathology results were adopted as diagnostic standards. The ...
Lı Zhang, Junbo Chen, Huaiyu Zhang, Zhenglong Ren et al.
Paraquat, a highly toxic herbicide, induces the production of reactive oxygen species in the cell. Paraquat resistance in stay-green wheat (Triticum aestivum L.) was investigated. Two cultivars, CN12 and CN17, were found to have a higher photo-oxidative resistance than that of common wheat MY11, as ...
Kaizheng Liu, Ming Yang, Zhen Ling, Huaiyu Yan et al.
IoT security and privacy has raised grave concerns. Efforts have been made to design tools to identify and understand vulnerabilities of IoT systems. Most of the existing protocol security analysis techniques rely on a well understanding of the underlying communication protocols. In this paper, we s...
Xiao Zhang, Fei Kang, Huaiyuan Zheng, Yongkang Gai et al.
Purpose Intracytoplasmic melanin pigment is a characteristic of clear cell sarcoma (CCS), which is a particularly deadly type of soft-tissue sarcoma. [ 18 F]-N-(2-(diethylamino)ethyl)-5-(2-(2-(2-fluoroethoxy)ethoxy)ethoxy)picolinamide ([ 18 F]-PFPN) is a positron emission tomography (PET) probe char...