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BMC Med Imaging
January 2025
Department of Information, Third Affiliated Hospital of Naval Medical University, No. 225 Changhai Road, Yangpu District, 200438, Shanghai, China.
Purpose: To develop an end-to-end convolutional neural network model for analyzing hematoxylin and eosin(H&E)-stained histological images, enhancing the performance and efficiency of nuclear segmentation and classification within the digital pathology workflow.
Methods: We propose a dual-mechanism feature pyramid fusion technique that integrates nuclear segmentation and classification tasks to construct the HistoNeXt network model. HistoNeXt utilizes an encoder-decoder architecture, where the encoder, based on the advanced ConvNeXt convolutional framework, efficiently and accurately extracts multi-level abstract features from tissue images.
Zhonghua Bing Li Xue Za Zhi
January 2025
Ningbo Clinical Pathology Diagnosis Center, Ningbo315000, China.
To investigate the clinicopathological characteristics, immunophenotypes, diagnostic criteria and differential diagnosis of atrophic kidney-like lesion (AKLL). Three cases of AKLL were collected from April 2021 to October 2023 at the Xiangya Hospital of Central South University, Changsha, Zhejiang Provincial People's Hospital, Hangzhou and Ningbo Clinical Pathology Diagnosis Center, Ningbo, China. The clinical, morphological, and immunohistochemical characteristics were analyzed.
View Article and Find Full Text PDFCurr Med Imaging
January 2025
School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China.
Background: Early and timely detection of pulmonary nodules and initiation treatment can substantially improve the survival rate of lung carcinoma. However, current detection methods based on convolutional neural networks (CNNs) cannot easily detect pulmonary nodules owing to low detection accuracy and the difficulty in detecting small-sized pulmonary nodules; meanwhile, more accurate CNN-based models are slow and require high hardware specifications.
Objective: The aim of this study is to develop a detection model that achieves both high accuracy and real-time performance, ensuring effective and timely results.
Int J Med Sci
January 2025
Department of Surgery, The First Dongguan Affiliated Hospital, Guangdong Medical University. Dongguan, Guangdong 523710, China.
: Pancreatic cancer has the worst prognosis of all common cancers worldwide. Cadherin plays important roles in cancer cell invasion and metastasis. This study investigated the role and mechanism of Cadherin 23 (CDH23) action in the viability of pancreatic cancer cells.
View Article and Find Full Text PDFNeurosurg Focus
January 2025
1Department of Pediatric Neurosurgery, Hôpital Necker - Enfants Malades, Assistance Publique-Hôpitaux de Paris.
Objective: Craniosynostoses are an underrecognized cause of intracranial hypertension (ICH), especially when associated with congenital syndromes. Alagille syndrome (ALGS) is a multisystem disorder with typical facial features and hepatobiliary, cardiac, vascular, skeletal, and ocular manifestations. The occurrence of craniosynostosis in ALGS is rare and can be associated with chronic ICH, requiring craniofacial surgery to increase the intracranial volume.
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