Essays about: "Data Network Effects"

Showing result 6 - 10 of 296 essays containing the words Data Network Effects.

1. 6. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

   University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

   Author : Erik Everett Palm; [2023]
   Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

   Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

3. 7. ISAR Imaging Enhancement Without High-Resolution Ground Truth

   University essay from Linköpings universitet/Datorseende

   Author : Moltas Enåkander; [2023]
   Keywords : SAR; SAR Imaging; ISAR; ISAR Imaging; Machine learning; Convolutional neural network; CNN; neural network; Super resolution; Unsupervised learning;

   Abstract : In synthetic aperture radar (SAR) and inverse synthetic aperture radar (ISAR), an imaging radar emits electromagnetic waves of varying frequencies towards a target and the backscattered waves are collected. By either moving the radar antenna or rotating the target and combining the collected waves, a much longer synthetic aperture can be created. READ MORE

4. 8. Understanding User Behaviour in a Circular Transport System : From personal choices to societal patterns

   University essay from Stockholms universitet/Stockholm Resilience Centre

   Author : Luja von Köckritz; [2023]
   Keywords : circular economy; agent-based modelling; user behaviour; behavioural decision-making; affordance theory;

   Abstract : The Circular Economy is a growing research field and policy agenda. Yet, integrating the social dimensions of sustainability into the Circular Economy remains a challenge. The significance of reactions to an implemented Circular Economy is poorly understood. READ MORE

5. 9. Resting-state Functional Connectivity in Anhedonia: Exploring the Effects of Pramipexole

   University essay from Lunds universitet/Institutionen för psykologi

   Author : Frida Smids; [2023]
   Keywords : Anhedonia; Depression; Reward; Pramipexole; Resting-state; Functional Connectivity; Nucleus Accumbens; Social Sciences;

   Abstract : Pramipexole is a medication that normalises dopamine signalling in the brain. Previous studies have suggested that pramipexole is an effective treatment option for depression and anhedonia because it targets the dopaminergic pathways within the brain’s reward network. READ MORE

6. 10. Addition of PromOat Beta-Glucan and Guar-gum to Gluten- Free Wheat Starch Pan Bread to increase Fiber while maintaining the Quality in Texture

   University essay from Lunds universitet/Livsmedelsteknik och nutrition (master)

   Author : Devika Singh; [2023]
   Keywords : Gluten-Free bread; PromOat; Guar-Gum; Food technology; Technology and Engineering;

   Abstract : Gluten-free products have gained great attention in the last few years due to the growing incidence of celiac disease and the intolerance to gluten. The project is aimed to investigate the effects of adding PromOat, a good source of B-glucan to increase the fiber content and Guar-Gum to overcome the textural deformities in the gluten-free wheat starch Pan bread. READ MORE