ThyroNet-X4 genesis: an advanced deep learning model for auxiliary diagnosis of thyroid nodules’ malignancy by Xiaoxue Wang, Yupeng Niu, Hongli Liu, Fa Tian, Qiang Zhang, Yimeng Wang, Yeju Wang, Yijia Li

“…The model was trained and validated using publicly available thyroid ultrasound imaging datasets, and its generalization was further tested using an external validation dataset from HanZhong Central Hospital. The ThyroNet-X4 Genesis model achieved 85.55% and 71.70% accuracy on the internal training and validation sets, respectively, and 67.02% accuracy on the external validation set. …”
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Psoriasis: Unraveling Disease Mechanisms and Advancing Pharmacological and Nanotechnological Treatments by Miao M, Yan J, Sun Y, Liu J, Guo S

“…Miao Miao,1 Jiong Yan,2 Yujin Sun,3 Jia Liu,2 Shun Guo2 1Outpatient Department, Disease Prevention and Control Center of Tongshan District, Xuzhou, People’s Republic of China; 2Dermatology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China; 3Dermatology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, People’s Republic of ChinaCorrespondence: Jia Liu; Shun Guo, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Qinhuai District, Nanjing, Jiangsu Province, 210029, People’s Republic of China, Email aliceyoyo1986@163.com; 260873@njucm.edu.cnAbstract: Research into the pathogenesis of inflammatory skin diseases, including dermatitis and psoriasis, has yielded significant advancements in the last decades. …”
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