[Ecological sustainability of deep learning in pathology : A modeling study].

Pathologie (Heidelb)

Institut für Pathologie, Universitätsklinikum Aachen, RWTH Aachen, Pauwelsstr. 30, 52074, Aachen, Deutschland.

Published: November 2024

Download full-text PDF

Source
http://dx.doi.org/10.1007/s00292-024-01382-xDOI Listing

Publication Analysis

Top Keywords

[ecological sustainability
4
sustainability deep
4
deep learning
4
learning pathology
4
pathology a modeling
4
a modeling study]
4
[ecological
1
deep
1
learning
1
pathology
1

Similar Publications

The need for renewable energy has become increasingly evident in response to the climate change crisis, presenting a paradoxical challenge to biodiversity conservation. The Southwest United States is desirable for large-scale solar energy development (SED) due to its high global horizontal irradiance (GHI) values and vast open landscapes. However, this region is also rich in unique ecological and biological diversity.

View Article and Find Full Text PDF

Maximizing the life-long reproductive output would lead to the prediction that short-lived and fast aging species would undergo no - if any - reproductive senescence. Turquoise killifish (Nothobranchius furzeri) are naturally short-lived teleosts, and undergo extensive somatic aging, characterized by molecular, cellular, and organ dysfunction following the onset of sexual maturation. Here, we tested whether naturally short-lived and fast aging male turquoise killifish maximize reproduction and display minimal - if any, reproductive senescence.

View Article and Find Full Text PDF

Foxtail millet (Setaria italica L.) is nutritionally superior to other cereals of the family Poaceae, with the potential to perform better in marginal environments. In the present context of climate change, ecologically sound and low-input foxtail millet varieties can be chosen for agricultural sustainability.

View Article and Find Full Text PDF

Seasonal monitoring of forage C:N:ADF ratio in natural rangeland using remote sensing data.

Environ Monit Assess

January 2025

Department of Plant and Soil Sciences, University of Pretoria, Hatfield, 0001, Pretoria, South Africa.

In recent decades, natural rangelands have emerged as vital sources of livelihood and ecological services, particularly in Southern Africa, supporting communities in developing regions. However, the escalating global demand for food, driven by a growing human population, has led to the extensive expansion of cultivated areas, resulting in continuous nutrient leaching in rangelands. To ensure the long-term viability of these ecosystems, there is a need to develop effective approaches for managing and monitoring the seasonality of forage quality.

View Article and Find Full Text PDF

Shanxi province food security evaluation research.

Sci Rep

January 2025

School of Economics Management, Chongqing Normal University, Chongqing, 401131, China.

Food security is the foundation of national security, which is related to economic development and social stability. Shanxi Province, as China's grain production and marketing balance area, has rich agricultural resources and profound farming civilization, its food security situation is not only related to its own economic development, but also has a strategic position that can not be ignored in the national food security system. Based on the concept and goal of the development of food security in Shanxi Province, from the five aspects of quantity security, economic security, policy security, resource sustainability and ecological sustainability, this paper constructs the evaluation index system of food security in Shanxi Province, including the fluctuation rate of grain production and the sown area of grain, and establishes the entropy TOPSIS model to evaluate the development level of food security in Shanxi Province.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!