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Cryogenic in-memory computing using magnetic topological insulators.
Nat Mater
January 2025
Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, China.
Machine learning algorithms have proven to be effective for essential quantum computation tasks such as quantum error correction and quantum control. Efficient hardware implementation of these algorithms at cryogenic temperatures is essential. Here we utilize magnetic topological insulators as memristors (termed magnetic topological memristors) and introduce a cryogenic in-memory computing scheme based on the coexistence of a chiral edge state and a topological surface state.
View Article and Find Full Text PDFMulti scale multi attention network for blood vessel segmentation in fundus images.
Sci Rep
January 2025
Department of Data Science and Artificial Intelligence, Sunway University, 47500, Petaling Jaya, Selangor Darul Ehsan, Malaysia.
Precise segmentation of retinal vasculature is crucial for the early detection, diagnosis, and treatment of vision-threatening ailments. However, this task is challenging due to limited contextual information, variations in vessel thicknesses, the complexity of vessel structures, and the potential for confusion with lesions. In this paper, we introduce a novel approach, the MSMA Net model, which overcomes these challenges by replacing traditional convolution blocks and skip connections with an improved multi-scale squeeze and excitation block (MSSE Block) and Bottleneck residual paths (B-Res paths) with spatial attention blocks (SAB).
View Article and Find Full Text PDFThe profound effect of diabetes mellitus control on outcomes of coccidioidomycosis.
Med Mycol
January 2025
Division of Infectious Diseases.
Coccidioidomycosis is an endemic fungal infection caused by the soil-dwelling Coccidioides immitis/posadasii. One prior study showed that persons with diabetes mellitus (DM) with elevated glucose at the time of coccidioidomycosis had poorer coccidioidal outcomes compared to persons without DM. The purpose of this study was to assess the association between hemoglobin A1C (A1C) and outcomes among persons with coccidioidomycosis and co-existing DM.
View Article and Find Full Text PDFLow progesterone levels and their role in the co-existence of polycystic ovary syndrome and rheumatoid arthritis: a comprehensive analysis among Iraqi patient.
J Steroid Biochem Mol Biol
January 2025
Department of chemistry-College of Science- Mustansiriyah University, Baghdad. Electronic address:
Polycystic ovarian syndrome (PCOS) is a low-grade and chronic inflammation defined by irregular hormonal status that primarily triggers females in their reproductive age. Multi cysts are a primary manifestation of PCOS; a high level of androgen production characterizes the condition via ovaries. Rheumatoid arthritis (RA) is a chronic, systemic, and symmetrical inflammatory autoimmune disease that affects 1-2% of adults.
View Article and Find Full Text PDF19-Year Follow-up on Patients with Axenfeld-Rieger Anomaly or Syndrome and Fuchs' Endothelial Dystrophy Including the 6th Generation in a Pedigree.
Klin Monbl Augenheilkd
January 2025
Ophthalmology, Talacker Eye Center Zurich (TAZZ), Switzerland.
Background: Nineteen-year follow-up after initial examination on patients with Axenfeld-Rieger anomaly or syndrome (ARAS) and coexisting Fuchs' endothelial dystrophy (FED). All individuals had previously been tested positive for the PITX2 (g.20 913 G>T) mutation.
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