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Adaptive Memory-Augmented Unfolding Network for Compressed Sensing.
Sensors (Basel)
December 2024
School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou 310023, China.
Deep unfolding networks (DUNs) have attracted growing attention in compressed sensing (CS) due to their good interpretability and high performance. However, many DUNs often improve the reconstruction effect at the price of a large number of parameters and have the problem of feature information loss during iteration. This paper proposes a novel adaptive memory-augmented unfolding network for compressed sensing (AMAUN-CS).
View Article and Find Full Text PDFThe Double-Edged Sword: Anterior Cruciate Ligament Reconstructions on Adolescent Patients-Growth Plate Surgical Challenges and Future Considerations.
J Clin Med
December 2024
Department of Orthopedics, Akron Children's Hospital, Akron, OH 44307, USA.
The management of anterior cruciate ligament (ACL) injuries in pediatric patients presents unique challenges due to the presence of open growth plates in the proximal tibia and distal femur. Delaying ACL reconstruction until skeletal maturity may protect the physes but increases the risk of secondary injuries, such as meniscal tears and chondral damage, due to prolonged joint instability. Conversely, early surgical intervention restores knee stability but raises concerns about potential growth disturbances, including leg-length discrepancies and angular deformities.
View Article and Find Full Text PDFAssociation Between Reconstruction Technique and Clinical Outcomes in Advanced Gastric Cancer Patients Undergoing Proximal Gastrectomy.
Cancers (Basel)
December 2024
Department of Surgical Oncology, Medical University of Lublin, 20-080 Lublin, Poland.
Background: There is an upward shift in the incidence and localization of gastric cancer (GC). Proximal gastrectomy (PG) has been advocated as an alternative operation for upper-third GC. An uneventful postoperative course is currently measured using a well-defined textbook outcome (TO), which represents a composite of surgical quality metrics.
View Article and Find Full Text PDFChondrosarcoma proximal tibia secondary to chondromyxoid fibroma: A rare case report.
Int J Surg Case Rep
January 2025
Department of Orthopaedics, All India Institute of Medical Sciences (AIIMS), Marudhar Industrial Area, 2nd phase, M.I.A. 1st phase, Basni, Jodhpur, Rajasthan 342005, India.
Introduction: Benign cartilage tumours with malignant transformation are reported very few. Aiming to report a secondary chondrosarcoma in proximal tibia after chondromyxoid fibroma: a rare entity with limited experience of management.
Case Presentation: we present a challenging case of secondary chondrosarcoma of proximal tibia in surgically managed chondromyxoid fibroma.
Single-Cell RNA Sequencing Reveals the Developmental Landscape of Wheat Roots.
Plant Cell Environ
January 2025
State Key Laboratory for Biology of Plant Disease and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, People's Republic of China.
Allohexaploid wheat (Triticum aestivum L.) is one of the major crops worldwide, however there is very limited research on the transcriptional programmes of underlying cell type specification. Single-cell RNA sequencing (scRNA-seq) was used to unravel the transcriptome heterogeneity of cells and the composition of cell types in broad-spectrum organisms.
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