Katie Allen
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View article: Evaluating the performance of humanure as a potting mix for lettuce ( <i>Lactuca sativa</i> ) seedlings
Evaluating the performance of humanure as a potting mix for lettuce ( <i>Lactuca sativa</i> ) seedlings Open
Composting human feces (“humanure”) is a simple, affordable method for recycling waste, producing a material similar to commercial potting mixes. This novel approach contrasts with more common practices like biosolids application and waste…
View article: Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping
Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping Open
Computer vision models are increasingly capable of classifying ovarian epithelial cancer subtypes, but they differ from pathologists by processing small tissue patches at a single resolution. Multi-resolution graph models leverage the spat…
View article: Mitigating Contaminant-Driven Risks for the Safe Expansion of the Agricultural─Sanitation Circular Economy in an Urbanizing World
Mitigating Contaminant-Driven Risks for the Safe Expansion of the Agricultural─Sanitation Circular Economy in an Urbanizing World Open
The widespread adoption of an agricultural circular economy requires the recovery of resources such as water, organic matter, and nutrients from livestock manure and sanitation. While this approach offers many benefits, we argue this is no…
View article: Generative Adversarial Networks for Stain Normalisation in Histopathology
Generative Adversarial Networks for Stain Normalisation in Histopathology Open
The rapid growth of digital pathology in recent years has provided an ideal opportunity for the development of artificial intelligence-based tools to improve the accuracy and efficiency of clinical diagnoses. One of the significant roadblo…
View article: Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning
Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning Open
For many patients, current ovarian cancer treatments offer limited clinical benefit. For some therapies, it is not possible to predict patients' responses, potentially exposing them to the adverse effects of treatment without any therapeut…
View article: #900 Comparative evaluation of ovarian carcinoma subtyping in primary versus interval debulking surgery specimen whole slide images using artificial intelligence
#900 Comparative evaluation of ovarian carcinoma subtyping in primary versus interval debulking surgery specimen whole slide images using artificial intelligence Open
Introduction/Background Artificial intelligence (AI) approaches applied to digital pathology have shown promise in supporting morphological differentiation of ovarian carcinoma subtypes from resection specimen whole slide images (WSIs). Ho…
View article: Generative Adversarial Networks for Stain Normalisation in Histopathology
Generative Adversarial Networks for Stain Normalisation in Histopathology Open
The rapid growth of digital pathology in recent years has provided an ideal opportunity for the development of artificial intelligence-based tools to improve the accuracy and efficiency of clinical diagnoses. One of the significant roadblo…
A Systematic Review of the Effects of Fecal Sludge Derived Amendments on Crop Growth and Soil Health Open
The use of human excreta in agricultural settings has the potential to meet crop nutrient requirements and improve soil health, while also providing a sustainable end use for fecal material. Previous reviews have focused on sewage sludge b…