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Chapter and Conference Paper
Calibrating Histopathology Image Classifiers Using Label Smoothing
The classification of histopathology images fundamentally differs from traditional image classification tasks because histopathology images naturally exhibit a range of diagnostic features, resulting in a dive...
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Chapter and Conference Paper
A Petri Dish for Histopathology Image Analysis
With the rise of deep learning, there has been increased interest in using neural networks for histopathology image analysis, a field that investigates the properties of biopsy or resected specimens traditiona...
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Chapter and Conference Paper
Difficulty Translation in Histopathology Images
The unique nature of histopathology images opens the door to domain-specific formulations of image translation models. We propose a difficulty translation model that modifies colorectal histopathology images t...
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Article
In silico map** of quantitative trait loci (QTL) regulating the milk ionome in mice identifies a milk iron locus on chromosome 1
The breast-feeding neonate depends on mother’s milk for both macronutrients and micronutrients including minerals. The goals of the present study were to document the effects of genetic background in mice on m...
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Article
The major pathway by which polymeric formula reduces inflammation in intestinal epithelial cells: a microarray-based analysis
Nutritional therapy is well established as a means to induce remission in active Crohn’s disease (CD). Evidence indicates that exclusive enteral nutrition (EEN) therapy for CD both alters the intestinal microb...
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Article
An Integrative Genomic Analysis of the Superior Fecundity Phenotype in QSi5 Mice
Laboratory inbred mouse models are a valuable resource to identify quantitative trait loci (QTL) for complex reproductive performance traits. Advances in mouse genomics and high density single nucleotide polym...
