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Prithvi Raimangya edited this page Jun 17, 2024 · 266 revisions

Med-X AI Wiki - Pace University Capstone Project


Live Website: Med-X Ai
Team email: medxteam2024@gmail.com


Project Description

The Common Thorax Disease Detector, is a web app that has a highly trained deep-learning model that classifies x-ray images, reducing the need for a radiologist to examine them. It is for medical professionals and patients who upload x-ray chest images the Med-X AI app is an application that uses deep neural network models that will detect common chest health issues rather than having to wait for a radiologist to examine x-ray images that are not a priority for them our application will reduce the time it takes for a patient to receive their diagnosis by using AI.

The application uses neural network models that will detect common chest health issues, allowing radiologists to spend less time reading X-rays. This will reduce the time it takes for a patient to receive their diagnosis through the use of AI.

Project Description as PDF | Project Description as Word Document


Team Members


Ronaldo Simbana
(rs77853p@pace.edu )(ronaldosimbana@hotmail.com)
Scrum Master/Developer

Marla Capistran
(mc08144p@pace.edu)(marcapistran@gmail.com)
Team Leader/Firebase Admin

Anthony Munoz
(am15943n@pace.edu)(A.D.Munoz23@gmail.com)
Quality Assurance/Tester Developer

Rahul Nayanegali
(rn06857n@pace.edu )(nayanegali.rahul@gmail.com)
Developer

Leanna Machado
(lm77202p@pace.edu)(leamachado1204@gmail.com)
Developer

Christopher Ospina
(co05453n@pace.edu)(chrisospina99@gmail.com)
Developer

Filippo Zallocco
(fz46756n@pace.edu)(filizall97@gmail.com)
Developer

Prithvi Raimangya
(pr21243n@pace.edu)(prithviraimangya@gmail.com)
Project Manager / Designer / Developer

Project Design

Brainstorming Design

Final Design

Following several brainstorming sessions, the product designer of our team recommended leveraging Figma to implement our application concept. Next, he presented his version of the app, including a high-level overview of its functionalities. Finally, we integrated the common features from all members' drafts into the designer’s sketch, delivering a final, practical design.


Languages and Tools

Programming Languages and Frameworks

HTML5
HTML5
CSS
CSS
JS
JavaScript
React
React
NodeJS"
NodeJS
Tailwind
Tailwind CSS
Python
Python
Flask
Flask

Algorithms

TensorFlow
TensorFlow
Keras
Keras

Databases

Firebase
Firebase

Tools

Figma
Figma
VSCode
VSCode
Github
Github
Docker
Docker
Jira
Jira
Insomnia
Insomnia

Med-X AI Final Application Artifacts

Final MVP Video

  1. Watch Med-X AI MVP Demo Video
  2. Download Med-X AI MVP Demo Video

Application Manuals

Installation Manual

  1. View Installation Manual as PDF
  2. Download Installation Manual as Word Document

User Manual

  1. View User Manual as PDF
  2. Download User Manual as Word Document

Med-X AI Technical Paper

  1. View Technical Paper as PDF
  2. Download Technical Paper as Word Document

CS691 - Spring 2024 Deliverables

Presentations (Sprint Reviews)

Sprint 1

  1. Watch Deliverable 1 Presentation Video | Click here to download mp4 File
    1a. View Deliverable 1 Presentation Slides as PDF
    1b. Download Deliverable 1 Presentation Slides as PowerPoint

Sprint 2

  1. Watch Deliverable 2 Presentation Video | Click here to download mp4 File
    2a. View Deliverable 2 Presentation Slides as PDF
    2b. Download Deliverable 2 Presentation Slides as PowerPoint
    2c. Watch Sprint 2 Demo | Click here to download mp4 File
    2d. Sprint 2 Front-End Source Code | Sprint 2 Back-End Source Code

Sprint 3

  1. Watch Deliverable 3 Presentation Video | Click here to download mp4 File
    3a. View Deliverable 3 Presentation Slides as PDF
    3b. Download Deliverable 3 Presentation Slides as PowerPoint
    3c. Watch Sprint 3 Demo | Click here to download mp4 File
    3d. Sprint 3 Front-End Source Code | Sprint 3 Back-End Source Code

Sprint 4

  1. Watch Deliverable 4 Presentation Video | Click here to download mp4 File
    4a. View Deliverable 4 Presentation Slides as PDF
    4b. Download Deliverable 4 Presentation Slides as PowerPoint
    4c. Watch Sprint 4 Demo | Click here to download mp4 File
    4d. Sprint 4 Front-End Source Code | Sprint 4 Back-End Source Code
    4e. Watch Sprint 4 Pair Programming Session | Click here to download zip file

Sprint Burndown Charts and Completed Tasks

Sprint 2

  1. Sprint 2 Burndown Chart | Sprint 2 Completed Tasks

Sprint 3

  1. Sprint 3 Burndown Chart | Sprint 3 Completed Tasks

Sprint 4

  1. Sprint 4 Burndown Chart | Sprint 4 Completed Tasks

Retrospectives

Sprint 1

  1. Watch Sprint 1 Retrospective | Click here to download mp4 File

Sprint 2

  1. Watch Sprint 2 Retrospective | Click here to download mp4 File

Sprint 3

  1. Watch Sprint 3 Retrospective | Click here to download mp4 File

Sprint 4

  1. Watch Sprint 4 Retrospective | Click here to download mp4 File

Team Working Agreement

Team Working Agreement as PDF | Team Working Agreement as Word Document


Diagrams

Conceptual Architecture Diagram
Sequence Diagram
Context Diagram
ER Diagram
State Diagram
Class Diagram


Additional Project Artifacts

Product Personas

Patient
Doctor
Radiologist

User Stories

Sprint 2

View User Stories Spreadsheet as PDF | Download User Stories as Excel Workbook

Sprint 3

View User Stories Spreadsheet as PDF | Download User Stories as Excel Workbook

Sprint 4

View User Stories Spreadsheet as PDF | Download User Stories as Excel Workbook

Acceptance Criteria

Sprint 2

View Acceptance Criteria as PDF | Download Acceptance Criteria as Excel Workbook

Sprint 3

View Acceptance Criteria as PDF | Download Acceptance Criteria as Excel Workbook

Sprint 4

View Acceptance Criteria as PDF | Download Acceptance Criteria as Excel Workbook

Application Test Cases

Sprint 2

View Test Cases as PDF | Download Test Cases as Excel Workbook

Sprint 3

View Test Cases as PDF | Download Test Cases as Excel Workbook

Sprint 4

View Test Cases as PDF | Download Test Cases as Excel Workbook