SlideShare a Scribd company logo
Kelumpuhan Wajah
Kelumpuhan wajah terjadi ketika seseorang
 tidak lagi dapat menggerakkan beberapa
 atau semua otot di satu sisi wajah (kiri dan
 kanan)
Penyebabnya
Kerusakan atau pembengkakan pada saraf
 wajah
Kerusakan pada daerah otak yan mengirimkan
 sinyal ke otot-otot wajah.
Yanagihara Grading Sistem
Menganalisa



                10
                Ekspresi
                Wajah




              ekspresi
              dievaluasi
              dalam 4-
              tingkat skor
              (0, 1, 3, 4)
PROBLEM
Image data
2 orang berwajah normal




                                       Di lakukan
                                       penandaan
2 orang yang terkena                   sebanyak 30
Kelumpuhan Wajah                       titik
Moving distance analysis for landmark
             selection
memilih titik Landmark mana yang di anggap
  efisien untuk di analisa pergerakannya
Moving vector analysis for quantitative evaluation

  Menggunakan L4 dan L5 ,untuk analisis
   kuantitatif.
  baik jarak bergerak horisontal
   arah dan vertikal arah
Vector Graph horizontal pada orang yang mengalami
               kelumpuhan wajah
Vector Graph Vertikal pada orang normal dan yang
          mengalami kelumpuhan wajah




                              Mengalami kelumpuhan
 Normal
                                     wajah
Movement difference comparison of the characteristic
  point of right and left to support



 menghitung perbedaan rata-rata jarak antara L
  4 (titik kiri) dan tengara L 5 (titik kanan) di horizontal
  dan vertical.
 titik-titik subyek normal hanya mengalami
  (perbedaan kecil), sedangkan titik-titik kelumpuhan
  wajah pasien (perbedaanya besar).
Kesimpulan
 Memperbaikin Metode diagnosis dengan
  Metode Kuantitatif berbasis gambar.
 Mengukur setiap perpindahan landmark pada
  pipi kiri dan kanan. Dengan menentukan
  landmark yang memiliki variasi gerakan ketika
  menjadi ekspresi wajah.
 Dimasa akan datang dapat dikembangkan
  dengan sebuah database gambar pasien yang
  lebih banyak.
An image based quantitative evaluation method for

More Related Content

Featured

Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
Expeed Software
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
Pixeldarts
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
ThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
marketingartwork
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
Skeleton Technologies
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
SpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Lily Ray
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
Rajiv Jayarajah, MAppComm, ACC
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
Christy Abraham Joy
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
Vit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
MindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
RachelPearson36
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Applitools
 

Featured (20)

Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 

An image based quantitative evaluation method for

  • 1.
  • 2. Kelumpuhan Wajah Kelumpuhan wajah terjadi ketika seseorang tidak lagi dapat menggerakkan beberapa atau semua otot di satu sisi wajah (kiri dan kanan)
  • 3. Penyebabnya Kerusakan atau pembengkakan pada saraf wajah Kerusakan pada daerah otak yan mengirimkan sinyal ke otot-otot wajah.
  • 5. Menganalisa 10 Ekspresi Wajah ekspresi dievaluasi dalam 4- tingkat skor (0, 1, 3, 4)
  • 7.
  • 8. Image data 2 orang berwajah normal Di lakukan penandaan 2 orang yang terkena sebanyak 30 Kelumpuhan Wajah titik
  • 9. Moving distance analysis for landmark selection memilih titik Landmark mana yang di anggap efisien untuk di analisa pergerakannya
  • 10. Moving vector analysis for quantitative evaluation Menggunakan L4 dan L5 ,untuk analisis kuantitatif. baik jarak bergerak horisontal arah dan vertikal arah
  • 11.
  • 12. Vector Graph horizontal pada orang yang mengalami kelumpuhan wajah
  • 13. Vector Graph Vertikal pada orang normal dan yang mengalami kelumpuhan wajah Mengalami kelumpuhan Normal wajah
  • 14. Movement difference comparison of the characteristic point of right and left to support  menghitung perbedaan rata-rata jarak antara L 4 (titik kiri) dan tengara L 5 (titik kanan) di horizontal dan vertical.  titik-titik subyek normal hanya mengalami (perbedaan kecil), sedangkan titik-titik kelumpuhan wajah pasien (perbedaanya besar).
  • 15. Kesimpulan  Memperbaikin Metode diagnosis dengan Metode Kuantitatif berbasis gambar.  Mengukur setiap perpindahan landmark pada pipi kiri dan kanan. Dengan menentukan landmark yang memiliki variasi gerakan ketika menjadi ekspresi wajah.  Dimasa akan datang dapat dikembangkan dengan sebuah database gambar pasien yang lebih banyak.