/Dental-Informatics

🦷 This repository was created in order to bring to students, teachers and dentistry professionals, an overview related to the topic of usage of informatics in dentistry, also known as Dental Informatics

Primary LanguageJupyter Notebook

Dental Informatics

Dr. Igor Alves Logo

Logo

Health Informatics | Dental Informatics

This project intends to be a central repository to be used by health professionals in general and dentists in particular (students, teachers and professionals)
Explore the docs »

View Project · API Documentation · Report Bug · Request Feature · JIRA Ticket . Health Book

Please Note: This is a WIP

Web App Architecture

About the Dental Informatics Project

I am a dentist, specialized in Social Medicine - ISC/UFBA-Brazil 2004, Geoprocessing AND GIS (Geographic Information Systems) - IG/UNB-Brazil 2005, Software development - TECCART-Canada 2010 and Bio-Informtaics - dIN/UQAM-Canada 2013. It is needless to say that I made health informatics my first choice on my professional path. Health informatics has change a lot around the World, since 2003, when I start to work on it at UNESCO using CGI Perl scripts and HTML to render real time maps - connected to a COHORT database of nuclear accident patients in order to create spacial analysis and better offer the care they needed. The Google Earth project was in its embryo steps, cellphones where limited (compared with todays smatphones) and the only way to retrieve lat-long data to insert in a health geo-database was through a Garmin GPSs and many others softwares. During the past 7 years the Machine Learning (ML), Artificial Intelligence (AI) and BioInformatics have intensively unlocked the doors that separate the World of Health Sciences and the Informatics. Today, in 2021, when the World is still facing consequences of the COVID-19 pandemic, and when the humankind economic processes has been hardly affected, health professionals around the planet are giving or putting more attention to informatics and possibilities that can be opened by its usage - from labs to collective healthcare providers, passing across, of course, ours clinical offices and clinical practices. The BioTech companies are testing and developing new approaches and solutions to improve the healthcare providers processes. More than ever there are a lot of opportunities for health professionals to interact with these BioTech companies in order to guide them to create better solutions that can fit as best as possible the professional and patients needs.

It is a new World that require from health professionals, a new way to do older actions and create new processes as well trough the use of new technics and technologies. The train is still running and soon - maybe 5-10 years from now, we will be talking about the "new technologies of the future" - the biosensors integrated with IoT devices and HighSpeed Internet (5G, 6G, 10G, ...). We will be soon integrated to the Economy 4.0 for health and the big question is - Are universities across the World already preparing health professionals for this new way of work process? Are health professionals be an active actor in this change or are they going to be a passive actor. Just to keep this time in perspective, 10 years is only 2 generations of General Dentists or General Physicians. Students that starts now in 2021 and will finish in 2026 and students that will start in 2026 and will finish 2031. Are we (Health professionals) fully prepared to be active actors in these changes?

This is the main goal of this project. I want to centralize subjects related to Dental Informatics, share and Invite peers or anyone that can bring ideas and efforts to help the Dentistry to find a smooth path to integrate the Informatics subjects in the dental science. Informatics is a huge world of subjects and it is easy to be lost. We must to concentrate the time and efforts in order to achieve this goal.

Feel free to request to join the project.

It is a work in progress.

These are the main topics os this repository:

  1. Dental Office Managment
    1. DSOs
    2. KPIs
    3. Marketing
  2. Healht Informaics Organizations
    1. AWS - Health
    2. IBM - Health
    3. SBIS - Sociedade Brasileira de Informatica em Saude
  3. BioInformatics
    1. Books
  4. Data Science
    1. Tutorials
      1. Python
        1. w3schools
      2. Pandas
      3. Dental Dataset
        1. California DDS Expenditures
        2. Health Insurance Marketplace
        3. Bad teeth, sugar and government health spending
        4. Dataset Dental Panoramic
          1. STEP BY STEP DENTAL PANORAMIC KNN
    2. Data Visualization
  5. Certificates
    1. AWS 1.
    2. HIMSS
      1. Books
  6. Articles
  7. Epidemiology
  8. Dental BioTech Companies
  • Your time should be focused on creating something amazing. A project that solves a problem and helps others

A list of commonly used resources that I find helpful are listed in the acknowledgements.

Built With

This section should list any major frameworks that you built your project using. Leave any add-ons/plugins for the acknowledgements section. Here are a few examples.

Serverless - Plugins

In order to install all required Serverless-Plugins and NodeJS-Modules after clone from xxx.

GitHub run:

npm install

That will install the following plugins:

Node.Js - Modules

In order to install all required Serverless-Plugins and NodeJS-Modules after clone from xxx.

GitHub run:

npm install

That will install the following modules:

Getting Started

This is an example of how you may give instructions on setting up your project locally. To get a local copy up and running follow these simple example steps.

Architecture

Web App Architecture

Prerequisites

This is an example of how to list things you need to use the software and how to install them.

  • npm
    npm install npm@latest -g

Installation

  1. Get a free API Key at https://example.com
  2. Clone the repo
    git clone https://github.com/your_username_/Project-Name.git
  3. Install NPM packages
    npm install
  4. Enter your API in config.js
    const API_KEY = 'ENTER YOUR API';

Usage

Use this space to show useful examples of how a project can be used. Additional screenshots, code examples and demos work well in this space. You may also link to more resources.

For more examples, please refer to the Documentation

Roadmap

See the open issues for a list of proposed features (and known issues).

The backend API for the UI-App

The configuration, see: https://console.aws.amazon.com/cognito/users/?region=us-east-1#/pool/us-east-1_5S8wvQFY3/details?_k=r2uz40

*************************

Guilherme Teles - AWS https://sparkle.hotmart.com/login/%2Fdownload

Article - https://docs.google.com/document/d/1JMkjfoRMOdDcRJ57uPjMxevifhb0WHwIXr3vlt-xngo/edit#heading=h.vov2a1geps1h

Motivation

Probably dentistis or the Dentistry (the science) in general will be on of the latest professions affected or touched by the technology revolution (MAchine learning algorithms, Artificial inteligency or even robots taking care of our patients). This staement seems to be true if we take the dental practice in general but it is not true if we narrow our arguments for readiology, for example. It sees that this is going to be one of the first specialization in dentistry where the professional (the dentisty, the doctor) will be replaced by a machine. => Use of openCV and AI/ML.

Dental Tech Events

  1. THE INTERNATIONAL DENTAL SHOW – LEADING TRADE FAIR FOR THE DENTAL INDUSTRY

Health Care Tech Events

  1. Healthcare Sensor Innovations

Dental Informaticist

Dental Informaticist AVERAGE SALARY $85k - 110k YEARS HIGHER EDUCATION 8 - 13 JOB OUTLOOK Good

Dental informatics specialists look for ways to use computers and new technologies to enhance the practice of dentistry. Dental informatics specialists create theoretical models that help dental researchers test new ideas, systems and approaches.

A model for oral cancer, for example, would include information about symptoms of the disease and biological processes that affect cancer growth. Tools built on this model can help dentists diagnose patients quickly and accurately. Researchers can use the model to test theories about how to treat disease.

Dental informaticists also:

Design and implement computer applications that provide dental researchers, educators and dentists with easier access to patient information. One ongoing challenge in dental informatics is building a computer-based charting system for dentists that can effectively incorporate a patient’s entire dental record. Approximately 75% of dental practices use an electronic dental record to manage clinical information and 15% are paperless. Implement systems to ensure that they operate correctly and are easy for dentists and their staff to use. Many early systems built by dental informatics professionals are still not in regular use, because they are too expensive to install or too complex to operate. Evaluate systems to determine if they are actually helping to improve patient outcomes, reduce costs or improve practice efficiency. The field of dental informatics is only about 20 years old, but it has great potential to improve dental research, education and patient care. Dental informaticians study a range of important issues, including:

Creating an electronic oral health record Developing devices that enable dentists to record patient information while examining the patient Enabling teledentistry Compiling geographic information for dental epidemiology studies Developing standardized vocabularies for dental diagnosis and treatment Supporting genetic studies in oral health Developing software for dental education Creating virtual reality simulators that let dental students practice clinical skills Developing automated systems to simplify dental office management

Working Conditions | Academic Requirements | Resources Working Conditions Experts in dental informatics typically work in a university, dental school, government agency or research organization associated with a large corporation.

Dental informaticians work on long-term research projects that require patience and attention to detail.

They usually work as part of a team that may include researchers from other disciplines, as well as technicians and students. They must keep informed about developments in related areas of computer science, information science, cognitive science, telecommunications, linguistics, engineering and other areas, so they can find ways to apply new developments to dental research and practice.

Salary Range and Outlook Salaries for dental informaticians will vary according to where they work and the type of work they do. In addition, degrees influence salaries—whether an informatician has a master’s degree or doctorate and whether he or she has a professional degree in dentistry as well.

Academic Requirements Dental informatics is a subdomain within biomedical informatics that requires extensive education in one or more academic areas. Some dental informaticians train as dentists and receive their informatics training in postdoctoral programs or enroll in advanced degree programs after they have gotten their dental education.

Many colleges and universities offer informatics degrees and have programs and training opportunities in dentistry and other health care disciplines through which students can focus their training.

The American Medical Informatics Association maintains a comprehensive list of academic and training programs in informatics.

Resources American Dental AssociationAmerican Dental Education AssociationAmerican Medical Informatics Association The American Medical Informatics Association has reviewed this profile.

TeleOdontologia/TeleMedicina/Telesaude

  1. dqinstitute
  2. a4ai
  3. a4ai

sudo adduser coltene-admin-prod --disabled-password sudo su - coltene-admin-prod ssh-keygen -y -f coltene-admin-prod chmod 400 new-user.pem

ssh -i "coltene-admin-prod.pem" coltene-admin-prod@ec2-54-242-99-115.compute-1.amazonaws.com

Dental Informatics - Its Importance in Dental Education

ELISE S. EISENBERG, DDS, MA

AWS - Healthcare & Life Sciences

Healthcare & Life Sciences Cloud Solutions

aws_health

Healthcare & Life Sciences

AWS is the trusted technology and innovation partner to the global healthcare and life sciences industry, providing unmatched reliability, security, and data privacy.

Healthcare and life science organizations are reinventing how they collaborate, make data driven clinical and operational decisions, enable precision medicine, and decrease the cost of care.

Introducing AWS for Health, an offering of AWS services and AWS Partner Network solutions used by thousands of healthcare and life sciences customers globally. AWS for Health provides proven and easily accessible capabilities that help organizations increase the pace of innovation, unlock the potential of health data, and develop more personalized approaches to therapeutic development and care.

  1. Healthcare Providers
    • As the most secure, reliable, and broadly adopted cloud platform, AWS is the trusted technology partner for healthcare providers and protected health information worldwide. Providers can accelerate innovation, unlock siloed data, and develop personalized care strategies—all while operating securely in a highly regulated industry.
  2. Biopharma on AWS
    • With the help of AWS, biopharma organizations modernize every stage of the value chain—from R&D through commercialization—to bring advanced and differentiated therapeutics to market faster. Unlock the potential of scientific data and develop a more streamlined approach to therapeutic development with AWS. As a trusted partner to industry leaders, you can leverage the decades of life sciences expertise at AWS to accelerate discovery, product development, manufacturing and commercialization. The unmatched reliability, security, and data privacy with AWS allow you to confidently innovate in a highly dynamic market.
  3. Genomics in the Cloud
    • With AWS, genomics customers can dedicate more time and resources to science, speeding time to insights, achieving breakthrough research faster, and bringing lifesaving products to market. AWS enables customers to innovate by making genomics data more accessible and useful. AWS delivers the breadth and depth of services to reduce the time between sequencing and interpretation, with secure and frictionless collaboration capabilities across multi-modal datasets. Plus, you can choose the right tool for the job to get the best cost and performance at a global scale— accelerating the modern study of genomics.
  4. HealthTech
    • Increase your pace of innovation, lower development costs, and speed time to market by leveraging the comprehensive portfolio of service and solutions on AWS. Help shape the future of healthcare by building on the most secure, reliable, and trusted cloud platform.
  5. Healthcare Payors
    • Manage costs, better understand member populations, and personalize the healthcare experience with AWS. Leverage trusted AWS technologies to collaborate and innovate on the most mature and reliable cloud platform that delivers the most functionality, and trusted security, compliance, and data privacy.

Case studies in healthcare and life sciences to see how they are impacting patient lives while benefitting from the agility and innovation available with AWS.

  1. AstraZeneca’s Genomics Data Processing Solution Runs 51 Billion Tests in 1 Day on AWS
  2. UC San Diego Health Implements AI Imaging Algorithm to Detect COVID-19 in 10 Days Using AWS

A growing number of healthcare providers, payers, and IT professionals are using AWS's utility-based cloud services to process, store, and transmit protected health information (PHI). AWS enables covered entities and their business associates subject to the U.S. Health Insurance Portability and Accountability Act of 1996 (HIPAA) to use the secure AWS environment to process, maintain, and store protected health information. For detailed information about how you can use AWS for the processing and storage of health information, see the whitepaper Architecting for HIPAA Security and Compliance on Amazon Web Services.

aws-hipaa




IBM - Project Alvearie

An Open Source Project Designed to Make Healthcare Innovation Possible

IBM_alvearie

Project Alvearie

Project Alvearie seeks to help healthcare tech professionals unlock and effectively use healthcare data to solve the biggest challenges in healthcare. Healthcare data is often trapped in a maze of digital applications or records systems that don’t interoperate. As a result, healthcare technology professionals are limited in their ability to bring data, technology, and clinical expertise together to transform healthcare for providers, payers, governments, pharmaceutical companies, and other healthcare organizations.

A new open source project from IBM Watson Health — Project Alvearie — seeks to help healthcare technology professionals unlock and effectively use healthcare data to solve some of the biggest challenges in healthcare.

Collaborators will have an opportunity to contribute to the different components and services that make up Alvearie, including:

Linux for Health: Welcome to the future of healthcare software development - the world’s first true enabled HealthOS. LinuxForHealth is a distributed processing network operating system which allows mainframes, cloud and edge devices to be seamlessly connected directly to healthcare transaction systems. The processing model abstracts the need for intermediary third-party organizations, resulting in a developer-extensible trust protocol. The LinuxForHealth architecture builds on successive levels of industry standards, from AMD64, ARM64 and NVIDIA chip architectures to Docker and PodMan containers, supporting an extensible set of APIs accessible via multiple languages.

The Quality Measure and Cohort Service: The IBM® Cohort and Quality Measure Service supports evaluation of cohorts defined in Clinical Quality Language CQL and clinical quality measures defined using FHIR® (Fast Healthcare Interoperability Resources) Measure resource syntax.

The IBM FHIR Server: The IBM FHIR Server is a modular Java implementation of version 4 of the HL7 FHIR specification with a focus on performance and configurability.

  1. Architecture
  2. Components and Related Projects
  3. Health Patterns
  4. Blog
  5. Alvearie Videos
  6. Get Involved
  7. alvearie.github

IBM Articles

  1. 4 reasons to join open source Project Alvearie and help solve healthcare’s toughest problems
  2. Healthcare technology drives industry-wide transformation

The combination of our core strengths—our deep industry experience in health, our advanced technology solutions including options for AI, blockchain, and data and analytics, and our reputation for trust and security—enables Watson Health to support our clients' digital transformations. Through a combination of technology solutions and experienced consulting, we're helping organizations become more efficient, resilient and robust institutions that can deliver on their mission to their communities.

IBM-watson

Watson Health is helping clients across the health industry

  1. TriHealth
  2. TidalHealth Peninsula Regional
  3. NYC Department of Social Services
  4. boardofinnovation

Dental Informatics Working Group