Data Augmentation Techniques for Deep Learning-Based Medical Image Analyses
Various data augmentation techniques for improving deep learning-based medical image analyses. It covers topics such as overfitting, data labeling, and the use of generative adversarial networks (GANs).
2 views • 14 slides
Understanding Aggregates in RDA Training: A Comprehensive Overview
Explore the concept of aggregates in RDA training through this detailed module covering types of aggregates, LRM model, user-driven examples, and considerations in describing aggregates. Gain insights into collection, augmentation, and parallel aggregates with practical scenarios.
2 views • 40 slides
Approach to Depression in Primary Care by Dr. Jon Davine
In this presentation, Dr. Jon Davine discusses the approach to depression in primary care, covering topics such as differential diagnosis, antidepressant medication selection, augmentation techniques, and treatment options like ECT and TMS. The sad state is explored through differential diagnoses, i
5 views • 56 slides
Cardiopathies et Grossesse
Pendant la grossesse, l'appareil cardiovasculaire subit des modifications physiologiques importantes. Ces changements impactent l'accouchement et le post-partum, surtout chez les femmes souffrant de cardiopathies. Il est crucial de comprendre ces implications pour assurer la sécurité de la mère e
3 views • 12 slides
Step-by-Step Visualizer for Chin & Neck Lift Surgery | FaceTouchUp
Enhance your surgical planning with the FaceTouchUp Simulator. Our visualizer tutorial on chin augmentation and neck lifts offers precise techniques for aesthetic improvements.\n
0 views • 6 slides
Staff Augmentation Services
Whether you require IT specialists for a few hours, a few months, or a long term, our IT staff augmentation team can help you locate the perfect ones thanks to their expert understanding of the IT industry and the local employment market. We give businesses the freedom to scale up or down based on t
0 views • 1 slides
Breast Augmentation Surgery| Breast Implant Simulator
Experience breast augmentation surgery with a realistic breast implant simulator, facilitating informed decisions and optimal outcomes for patients.\n
0 views • 10 slides
Step-by-Step Visualizer for Chin & Neck Lift Surgery | FaceTouchUp
Enhance your surgical planning with the FaceTouchUp Simulator. Our visualizer tutorial on chin augmentation and neck lifts offers precise techniques for aesthetic improvements.\n
0 views • 6 slides
Most Requested Breast Augmentation Procedure
Free nipple breast reduction surgery offers a valuable option for patients seeking relief from the physical and emotional burdens of overly large breasts. With its ability to provide a more desirable breast shape and size, along with a reduced risk of complications, it represents a significant advan
0 views • 7 slides
Step-by-Step Visualizer for Chin & Neck Lift Surgery | FaceTouchUp
Enhance your surgical planning with the FaceTouchUp Simulator. Our visualizer tutorial on chin augmentation and neck lifts offers precise techniques for aesthetic improvements.\n
3 views • 6 slides
Analyzing Data Complexity in the Survey of Income and Program Participation (SIPP)
The presentation delves into critical issues in data analysis using the SIPP, emphasizing the importance of setting up a structured analysis plan in STATA. Key considerations include determining the unit of analysis, whether at an individual or household level, and how to identify sampling units usi
5 views • 22 slides
Understanding Gene Therapy: Types, Techniques, and Applications
Gene therapy involves introducing DNA into a patient to treat genetic diseases by correcting disease-causing mutations. There are two types of gene therapy: somatic gene therapy and germline gene therapy, each with different implications. Techniques such as gene augmentation therapy and gene inhibit
1 views • 15 slides
Using Cough Sounds for COVID-19 Classification: Pretraining and Data Augmentation Approach
Explore how cough sounds can aid in COVID-19 classification through autoregressive predictive coding pretraining and spectral data augmentation. Leveraging datasets like DiCOVA and COUGHVID, the goal is to develop a model that can distinguish COVID-19 based on cough type, providing a scalable and re
1 views • 12 slides
Supporting Baby Farmers in Legume Seed Production
This project, led by Vicki Morrone from Africa RISING-Outreach & Extension Center for Regional Food Systems, focuses on supporting small-scale farmers in producing legume seeds. The initiative aims to enhance agricultural practices among farmers to boost legume seed production. The project outlines
0 views • 4 slides
IEEE 802.11-16/0019r0: Use Cases for High Resolution Location Estimation
This document, dated January 2016, outlines various use cases for high resolution location estimation within different environments such as stores, wearable devices with augmented reality features, and conference rooms. The use cases include scenarios like tracking user movements in a store for pers
1 views • 9 slides
Enhancing Student Success Prediction Using XGBoost
There is a growing concern about academic performance in higher education institutions. This project aims to predict student dropout and success using XGBoost, focusing on early identification of at-risk students to provide personalized support. Leveraging data from Polytechnic Institute of Portaleg
0 views • 13 slides
Effective Data Augmentation with Projection for Distillation
Data augmentation plays a crucial role in knowledge distillation processes, enhancing model performance by generating diverse training data. Techniques such as token replacement, representation interpolation, and rich semantics are explored in the context of improving image classifier performance. T
0 views • 13 slides
Challenges and Priorities in Northern Australian Pasture Management
Pastures in northern Australia face issues with declining productivity, nutrient deficiencies, and inadequate use of fertilizers. Legume augmentation shows potential, but commercial adoption remains low. Focus areas include improving legume establishment, addressing nitrogen tie-up, and enhancing pr
0 views • 6 slides
AirSim-W: A Simulation Environment for Wildlife Conservation with UAVs
AirSim-W is a project aimed at using AI and UAV technology to combat wildlife poaching. By utilizing AI for patrol planning and UAVs for surveillance, the system can detect signs of poaching and deter illegal activities. The use of thermal cameras on UAVs addresses challenges such as small targets i
0 views • 24 slides
Association of Fruit, Vegetable, and Legume Intake with Cardiovascular Disease and Mortality
The study conducted by the PURE investigators examined the relationship between fruit, vegetable, and legume consumption and cardiovascular disease (CVD) and mortality in a cohort of 135,335 individuals from 18 countries. Dietary guidelines recommend at least 5 daily servings of these foods, which h
0 views • 27 slides
Sustainable Water Management Project in Orange County
This project involves implementing alternative compliance measures focusing on water retention and quality credits through the use of Low Impact Development Best Management Practices (LID BMPs) in the Fletcher Basin Watershed. The initiative aims to enhance water supply augmentation, sustainable lan
0 views • 11 slides
SYSTEMART, LLC Staff Augmentation Services: Expertise, Experience, and Portfolio
Providing quality staffing solutions, SYSTEMART, LLC offers a range of staff augmentation services in various sectors like Information Technology, Manufacturing, Engineering, Healthcare, and more. With a vast experience in filling positions both IT and non-IT, the company specializes in Contract, Co
0 views • 12 slides
Exploring Relationships with Bar Models in Math Lessons
Dive into a series of math lessons introducing augmentation, aggregation, and bar models to help children understand part-part-whole relationships. Utilize concrete tools like Cuisenaire rods to explore concepts and encourage problem-solving. Engage students in hands-on activities and discussions to
0 views • 20 slides
Water Resource Development Projects and Feasibility Studies
Explore the comprehensive overview of water resource development projects, including project planning, approvals, interventions, and feasibility studies. The projects cover various phases such as design, documentation, construction, and implementation, focusing on water conservation, system operatio
0 views • 7 slides
Advanced Artificial Intelligence for Adventitious Lung Sound Detection
This research initiative by Suraj Vathsa focuses on using transfer learning and hybridization techniques to detect adventitious lung sounds such as wheezes and crackles from patient lung sound recordings. By developing an AI system that combines deep learning models and generative modeling for data
0 views • 6 slides
Enhancing Sustainability in Agriculture through Public-Private Partnerships (PPPs)
This project focuses on scaling out and ensuring sustainability in agriculture through the establishment of Public-Private Partnerships (PPPs). Key activities include institutionalizing new technologies, fostering long-term sustainability of supply chains, and enhancing farmer access to profitable l
0 views • 10 slides
Where Strategy Meets Execution - Ciberlynx, Inc. Overview
Ciberlynx, Inc. is a global IT services company offering software development, consulting, outsourcing, and staff augmentation solutions to large corporations. They are certified in MBE, HUB, and SBE, ensuring quality services. With a skilled team and services like IT consulting, application develop
0 views • 15 slides
Easy Data Augmentation for Language Models
Data augmentation plays a crucial role in enhancing model performance, especially for tasks like sentiment analysis, topic labeling, and language detection. By generating more training data and reducing overfitting, techniques like Synonym Replacement, Random Insertion, Random Swap, and Random Delet
0 views • 12 slides
Comprehensive Oral Exam Case #7: Edentulous Ridge Augmentation and Implant Restoration
This case involves addressing edentulous areas with deficient ridges requiring vertical or horizontal augmentation followed by the placement of multiple root form implants and restoration. The submission includes detailed sections on medical history, patient examination, social history, pre and post
0 views • 29 slides
Enhancing UI Display Issue Detection with Visual Understanding
The research presents a method utilizing visual understanding to detect UI display issues in mobile devices. By recruiting testers and employing visual techniques, the severity of issues like component occlusion, text overlap, and missing images was confirmed. CNN-based models aid in issue detection
0 views • 17 slides
Understanding GPS Technology and Augmentations
Global Positioning System (GPS) utilizes a constellation of satellites to accurately determine device locations on Earth. The system consists of 24 satellites orbiting the planet, with an orbital configuration ensuring worldwide coverage. GPS offers high accuracy, with advancements like Differential
0 views • 9 slides