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Diagnosis of hematological malignancies depends on accurate identification of white blood cells in peripheral blood smears. Deep learning techniques are emerging as a viable solution to scale and optimize this process by automatic cell…

计算机视觉与模式识别 · 计算机科学 2024-08-01 Michael Deutges , Ario Sadafi , Nassir Navab , Carsten Marr

Monolayer graphene was deposited on a Si wafer substrate decorated with SiO2 nanoparticles (NPs) and then exposed to aryl radicals that were generated in situ from their diazonium precursors. Using micro-Raman mapping, the aryl radicals…

材料科学 · 物理学 2012-11-28 Q. Wu , Y. Wu , Y. Hao , J. Geng , M. Charlton , S. Chen , Y. Ren , H. Ji , H. Li , D. W. Boukhvalov , R. D. Piner , C. W. Bielawski , R. S. Ruoff

Natively unstructured proteins defy the classical "one sequence-one structure" paradigm of protein science. Monomers of these proteins in pathological conditions can aggregate in the cell, a process that underlies socially relevant…

The early detection of Alzheimer's disease (AD) requires an understanding of the relationships between a wide range of features. Conditional independencies and partial correlations are suitable measures for these relationships, because they…

应用统计 · 统计学 2025-01-22 Lucas Vogels , Reza Mohammadi , Marit Schoonhoven , S. Ilker Birbil , Martin Dyrba

Background: A fundamental problem in cancer research is identifying the cell type that is capable of sustaining neoplastic growth and its origin from normal tissue cells. Recent investigations of a variety of tumor types have shown that…

Motivation: Alternative splicing is an important mechanism in which the regions of pre-mRNAs are differentially joined in order to form different transcript isoforms. Alternative splicing is involved in the regulation of normal…

定量方法 · 定量生物学 2016-05-26 Hande Topa , Antti Honkela

Monoclonal antibodies are among the most promising therapeutic agents in modern medicine, yet their formulation into high-concentration solutions for subcutaneous self-administration poses a major challenge. A key obstacle is the marked…

软凝聚态物质 · 物理学 2025-01-14 Fabrizio Camerin , Marco Polimeni , Anna Stradner , Emanuela Zaccarelli , Peter Schurtenberger

Genetic studies have identified associations between gene mutations and clear cell renal cell carcinoma (ccRCC). Because the complete gene mutational landscape cannot be characterized through biopsy and sequencing assays for each patient,…

Motivation: In spite of great success of genome-wide association studies (GWAS), multiple challenges still remain. First, complex traits are often associated with many single nucleotide polymorphisms (SNPs), each with small or moderate…

The $\alpha$ and $\beta$ subunits comprising the hexameric assembly of F1-ATPase share a high degree of structural identity, though low primary identity. Each subunit binds nucleotide in similar pockets, yet only $\beta$ subunits are…

生物大分子 · 定量生物学 2016-11-08 Monique M. Tirion

Non-local attention module has been proven to be crucial for image restoration. Conventional non-local attention processes features of each layer separately, so it risks missing correlation between features among different layers. To…

图像与视频处理 · 电气工程与系统科学 2023-04-21 Yancheng Wang , Ning Xu , Yingzhen Yang

Genome-wide association studies (GWAS) have successfully identified a large number of genetic variants associated with traits and diseases. However, it still remains challenging to fully understand functional mechanisms underlying many…

基因组学 · 定量生物学 2022-04-15 Qiaolan Deng , Jin Hyun Nam , Ayse Selen Yilmaz , Won Chang , Maciej Pietrzak , Lang Li , Hang J. Kim , Dongjun Chung

Crawling cell motility is vital to many biological processes such as wound healing and the immune response. Using a minimal model we investigate the effects of patterned substrate adhesiveness and biophysical cell parameters on the…

细胞行为 · 定量生物学 2017-11-22 Matthew S. Mizuhara , Leonid Berlyand , Igor S. Aronson

Large bottlebrush complexes formed from the polysaccharide hyaluronan (HA) and the proteoglycan aggrecan contribute to cartilage compression resistance and are necessary for healthy joint function. A variety of mechanical forces act on…

生物大分子 · 定量生物学 2023-07-19 Sarah N. Innes-Gold , John P. Berezney , Omar A. Saleh

Multiple myeloma (MM) is preceded by a long preclinical phase spanning decades, yet scalable, non-specialist tools to identify individuals at elevated risk before end-organ damage are lacking. In a prospective analysis of 299,035…

应用统计 · 统计学 2026-04-07 Bingjie Li , Jiadai Xu , Yiqing Sun , Feiyue Pan , Shing-Tung Yau , Peng Liu , Zhigang Yao

Accurate segmentation of tissue in histopathological images can be very beneficial for defining regions of interest (ROI) for streamline of diagnostic and prognostic tasks. Still, adapting to different domains is essential for…

图像与视频处理 · 电气工程与系统科学 2023-03-10 Saul Fuster , Farbod Khoraminia , Trygve Eftestøl , Tahlita C. M. Zuiverloon , Kjersti Engan

In the standard AGN reverberation-mapping model, variations in broad-line region (BLR) fluxes are predicted from optical continuum variability (taken as a proxy for the ionizing continuum) convolved with a response function that depends on…

星系天体物理 · 物理学 2021-12-14 C. Martin Gaskell , Kayla Bartel , Julia N. Deffner , Iris Xia

Many events in the vertebrate immune system are influenced by some element of chance. The objective of the present work is to describe affinity maturation of B lymphocytes (in which random events are perhaps the most characteristic), and to…

分子网络 · 定量生物学 2015-05-05 Tamás Szabados , Gábor Tusnády , László Varga , Tibor Bakács

Alzheimer's disease (AD) is a neurodegenerative disorder; it is the most common form of de-mentia and the fifth leading cause of death globally. Aggregation and deposition of neurotoxic A-beta fibrils in the neural tissues of the brain is a…

软凝聚态物质 · 物理学 2024-06-10 Sadika Choudhury , Ashok Kumar Dasmahapatra

The anchoring of the nematic liquid crystal N-(p-methoxybenzylidene)-p-butylaniline (MBBA) on Langmuir-Blodgett monolayers of fatty acids (COOHC$_{n}$H$_{2n+1}$) was studied as a function of the length of the fatty acid alkyl chains, $n$…

软凝聚态物质 · 物理学 2009-10-31 Valentina S. U. Fazio , Francesca Nannelli , Lachezar Komitov