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Cross‐Modal Denoising and Integration of Spatial Multi‐Omics Data with CANDIES

Advanced Science, EarlyView.
In this paper, we introduce CANDIES, which leverages a conditional diffusion model and contrastive learning to effectively denoise and integrate spatial multi‐omics data. We conduct extensive evaluations on diverse synthetic and real datasets, CANDIES shows superior performance on various downstream tasks, including denoising, spatial domain ...
Ye Liu, Wanpeng Zou, Yuekai Li, Jiayi Wang, Mingxuan Cai, Hongmin Cai   +5 more
wiley   +1 more source

Functional hierarchy of the human neocortex across the lifespan. [PDF]

Nature
Taylor HP, Huynh KM, Thung KH, Lin G, Lyu W, Lin W, Ahmad S, Yap PT.   +7 more
europepmc   +1 more source

Dynamics of kink solitons under additive white noise in the power-law nonlinear Schrödinger equation. [PDF]

Sci Rep
Alsatami KA.
europepmc   +1 more source

Comparison of microbiota profiles of fecal samples, rectal swabs and mucosal biopsies in patients with inflammatory bowel disease. [PDF]

Gut Microbes Rep
van Rossen TM, van den Hoek K, Groot T, Creemers RH, van Doorn-Schepens MLM, van Andel EM, Grasman ME, de Boer NKH, Bouma G, Budding AE, Savelkoul PHM, van Bodegraven AA.   +11 more
europepmc   +1 more source

Deep learning enables fully automated cineCT-based assessment of regional right ventricular function. [PDF]

Eur Heart J Imaging Methods Pract
Craine A, Simon K, Severance L, Scott A, Alshawabkeh L, Kim NH, Adler E, Narezkina A, Ben-Yehuda O, Contijoch F.   +9 more
europepmc   +1 more source

Evaluation of DeepSeek-R1 and ChatGPT-4o as educational sources for upper tract urothelial carcinoma. [PDF]

Cent European J Urol
Krajewski W, Łaszkiewicz J, Biesiadecki Ł, Tomczak W, Nowak Ł, Łaszkiewicz P, Chorbińska J, Del Giudice F, Chung BI, Szydełko T.   +9 more
europepmc   +1 more source

2D-Cosine power sine coupled map with fractal-Fibonacci fusion for hyperchaotic image encryption. [PDF]

Sci Rep
Kumar M, Ch D.
europepmc   +1 more source

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Starlike Functions Associated with Cosine Functions

Bulletin of the Iranian Mathematical Society, 2020
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Khadija Bano, Mohsan Raza
openaire   +2 more sources

Cosine Representations of Abelian *-Semigroups and Generalized Cosine Operator Functions

Canadian Journal of Mathematics, 1978
In the following R will denote the real numbers, for a Hilbert space H, B(H) and L(H) will denote the collections of bounded linear operators on H and linear, but not necessarily bounded, operators on H respectively. Cosine Operator Functions, namely functions
Faulkner, G. D., Shonkwiler, R. W.
openaire   +1 more source