A Unified Deep Learning Framework for Instance Segmentation Across Diverse Cytological Stains
Transformer‐based unified cytology segmentation across Papanicolaou, Feulgen and AgNOR achieves stain‐invariant performance. Mask2Former maximises boundary precision (AP75) on the combined dataset, enabling one model to replace multiple stain‐specific deployments without accuracy loss while simplifying clinical integration.
Luís Otávio Santos +6 more
wiley +1 more source
Expanded range of Haemagogus leucocelaenus in yellow fever hotspots: new findings from Santa Catarina State, southern Brazil. [PDF]
Cardoso SF +5 more
europepmc +1 more source
Anastrepha grandis: Distribution, Host Plants, and Management—A Review
This graphic summary illustrates the databases and languages used in the bibliographic search for the review of the geographic distribution of Anastrepha grandis (Diptera: Tephritidae) in the Americas and different regions of Brazil, the main host plants of the Cucurbitaceae family, the management strategies used, and the main challenges related to the
Liz Maria Matilde Duarte +2 more
wiley +1 more source
Excess Body Fat and Associated Factors in 7- to 10-Year-Old Schoolchildren in Florianópolis, Santa Catarina, Brazil: Trend Analysis of Four Cross-Sectional Surveys, 2002-2019. [PDF]
Nascimento FMC +4 more
europepmc +1 more source
ABSTRACT Objective This study aims to analyse the transition process experienced by mother/father dyads when they recognise their children's gender dysphoria. Methodology The study employed a qualitative approach, based on interpretative description and the theoretical support of the transitions theory, in which 10 dyads participated.
Augusto Krindges +5 more
wiley +1 more source
Environmental Psychology Research, Volume 1, Issue 3, September 2026.
wiley +2 more sources
Secular trend in height and associated factors among adolescents in Florianópolis, Santa Catarina, Brazil, between 2007 and 2017/2018. [PDF]
Miranda CC +3 more
europepmc +1 more source
Detection of Trypanosoma cruzi in white-eared opossums (Didelphis albiventris) from Canoinhas, Santa Catarina State, Brazil1. [PDF]
Pontarolo GH +10 more
europepmc +1 more source
Innovative electrospun geopolymer/zeolite/PVA composite membranes
Proposed scheme of gas adsorption mechanisms on electrospun geopolymer/zeolite/PVA composite membranes. Abstract Innovative electrospun poly(vinyl alcohol) (PVA)–geopolymer–zeolite 13X composite membranes were successfully fabricated and systematically characterized.
Mariana Schneider +7 more
wiley +1 more source
Sodium alginate was modified with EDC/NHS for the immobilization of Yacon peel peroxidase, resulting in a novel biocatalyst for the oxidation of 2,4‐dichlorophenol. Abstract Yacon (Smallanthus sonchifolius) roots are emerging as an alternative source of peroxidase. This study aimed to extract, immobilize, and characterize the peroxidase from Yacon peel,
Mariana Gomes Oliveira +4 more
wiley +1 more source

