Differential networks

This study proposes a new approach for diagnosing pediatric sepsis that utilizes a convolutional neural network and a combination of 7 immune-related genes (IRGs), including CD24, TTK, PRG2, CLEC7A, CCL3, TNFAIP3, and CCRL2. A three-layer gene selection process involves a sequential procedure that combines differential gene expression analysis, selection of immune-related genes, and gene score calculation using the F-score algorithm.

8p vithomson 02-07-2024 0 0   Download

The process of neural stem cell (NSC) differentiation into neurons is crucial for the development of potential cell-centered treatments for central nervous system disorders. However, predicting, identifying, and anticipating this differentiation is complex. In this study, we propose the implementation of a convolutional neural network model for the predictable recognition of NSC fate, utilizing single-cell brightfield images.

7p vithomson 02-07-2024 0 0   Download

Preoperative diagnosis of flum terminale ependymomas (FTEs) versus schwannomas is difficult but essential for surgical planning and prognostic assessment. With the advancement of deep-learning approaches based on convolutional neural networks (CNNs), the aim of this study was to determine whether CNN-based interpretation of magnetic resonance (MR) images of these two tumours could be achieved.

11p vikoch 27-06-2024 1 1   Download

The purpose of this book is to provide tools to design and implement network-orientated applications in .NET. It is also a guide for software designers to choose the best and most efficient way to implement mission critical solutions. The book addresses real-world issues facing professional developers, such as using third-party components as opposed in-house development. It differentiates itself from existing .NET publications because it is aimed at experienced professionals and concentrates on practical, ready-to-use information.

562p zizaybay1104 29-05-2024 2 2   Download

This paper proposes the design of a neural network controller based on a sample controller for controlling the trajectory-tracking motion of a differential drive mobile robot (DDMR). Firstly, the trajectory tracking model for DDMR is established based on position error. Next, a perceptron neural network is designed with three hidden layers to control the trajectory tracking of DDMR.

13p dianmotminh02 03-05-2024 6 4   Download

Tight regulatory loops orchestrate commitment to B cell fate within bone marrow. Genetic lesions in this gene regulatory network underlie the emergence of the most common childhood cancer, acute lymphoblastic leukemia (ALL). The initial genetic hits, including the common translocation that fuses ETV6 and RUNX1 genes, lead to arrested cell differentiation.

25p vibransone 28-03-2024 6 1   Download

Alzheimer’s disease (AD) is the most common form of dementia, characterized by progressive cognitive impairment and neurodegeneration. However, despite extensive clinical and genomic studies, the molecular basis of AD development and progression remains elusive.

21p vioraclene 31-03-2024 2 2   Download

This paper aims to analyze the recent and most updated insights from the leaders in Supply Chain Network and gives new perspectives for the decision makers. Using qualitative research, this paper discusses the disruptive challenges faced by modern manufacturing industry and the preparations need to be done by all parties included in Supply Chain 4.0. The findings show that customer loyalty and customer satisfaction is no longer relevant for a successful supply chain management.

6p longtimenosee04 06-03-2024 1 1   Download

Part 2 book "Introduction to engineering mathematics and analysis - Modeling physical systems using the language of mathematics" includes content: Introduction to partial differential equations, conservation laws, and constitutive equations; separation of variables (SOV); fourier transforms; laplace transforms; primer on feedforward neural networks - an analytical approach.

228p muasambanhan06 01-02-2024 3 0   Download

In ebook "The Mycota: A comprehensive treatise on fungi as experimental systems for basic and applied research (Volume I: Growth, differentiation and sexuality)" major topics of the first section include dynamic intracellular processes, apical growth, hyphal fusion, and aging. The second section analyses autoregulatory signals, pheromone action, and photomorphogenesis and gravitropism abiotic signals.

454p tachieuhoa 28-01-2024 4 2   Download

Vast amounts of rapidly accumulating biological data related to cancer and a remarkable progress in the field of artificial intelligence (AI) have paved the way for precision oncology. Our recent contribution to this area of research is CancerOmicsNet, an AI-based system to predict the therapeutic effects of multitargeted kinase inhibitors across various cancers.

17p vileonardodavinci 23-12-2023 2 2   Download

Breast cancer (BC) is one of the most prevalent cancers worldwide but its etiology remains unclear. Obesity is recognized as a risk factor for BC, and many obesity-related genes may be involved in its occurrence and development.

9p vileonardodavinci 23-12-2023 6 3   Download

Colorectal cancer is the third most common cause of death among cancers in the world. Although improvements in various treatments have greatly improved the survival time of colorectal cancer patients, since colorectal cancer is often at an advanced stage when diagnosed, the prognosis of patients is still very poor

16p vialfrednobel 23-12-2023 4 3   Download

After you read chapter 8 you should be able to: Discuss the purpose of the components required for successful communications; describe these uses of computer communications: wireless messaging services, wireless Internet access points, cybercafés, global positioning systems, collaboration, groupware, voice mail, and Web services; differentiate among types of networks: LANs, MANs, and WANs;...

20p haojiubujain04 27-07-2023 7 6   Download

Continued part 1, part 2 of ebook "Lean transportation management: Using logistics as a strategic differentiator" has presents the following content: transportation management; commodity strategy; carrier selection process; carrier review process; complaint and claim handling; network optimization; benchmarking; outsourcing; sustainability; quality management system; transportation management system; transportation management maturity; lean transportation management;...

158p dieptieuung 20-07-2023 8 2   Download

Ebook "An introduction to Neural network methods for differential equations" introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations.

124p dieptieuung 19-07-2023 281 274   Download

Lecture Network + Guide to Networks (6th Edition) - Chapter 6: Network Hardware, Switching, and Routing, objectives of this chapter: Identify the functions of LAN connectivity hardware; Install, configure, and differentiate between network devices such as NICs, hubs, bridges, switches, routers, and gateways; Explain the advanced features of a switch and understand popular switching techniques, including VLAN management.

63p chankora08 04-07-2023 5 3   Download

Ebook Costing and quantitative techniques: Part 2 presents the following content: Chapter 10 cost data for short-run tactical decision making, chapter 11 cost control, chapter 12 cost ledger accounts, chapter 13 theory of index numbers, chapter 14 basic probability concepts, chapter 15 set theory, chapter 16 introduction to matrices, chapter 17 basic concepts of differentiation, chapter 18 basic linear programming, chapter 19 network analysis, chapter 20 replacement analysis, chapter 21 transportation model, chapter 22 computer assisted costing techniques.

352p haojiubujain01 06-06-2023 7 4   Download

Researchers have been exploring the molecular mechanisms underlying the control of periodontal ligament stem cell (PDLSC) osteogenic differentiation. Recently, long noncoding RNAs (lncRNAs) and circular RNAs (circRNAs) were shown to function as competitive endogenous RNAs (ceRNAs) to regulate the effect of microRNAs (miRNAs) on their target genes during cell differentiation.

13p vinarcissa 21-03-2023 2 1   Download

The factors determining sex are diverse in vertebrates and especially so in teleost fishes. Only a handful of master sex-determining genes have been identified, however great efforts have been undertaken to characterize the subsequent genetic network of sex differentiation in various organisms.

17p vinarcissa 21-03-2023 5 1   Download