SlideShare a Scribd company logo
1 of 24
‘Digistain’
Mid Infrared Chemical Imaging For
Cancer Diagnosis,
Trialling A New Technology
Supervisor: Prof. Chris Phillips
By
A Nisa M A
Special Gratitude
Digistain Team, Imperial College London
Prof. Chris Phillips
Dr. Hemmel Amrania
Laurence Drummond
Katy Morgan
Andres Olivares
Pathologist, Charing Cross Hospital & ICL
Prof. Sami Shousha
Trial Objectives
1. Reproducibility
2. Correlation: Digistain – Cancer Grading
The Issues
1. Folded samples
2. Sample delay
3. Bad images
4. Zero & Negative PA ratio
5. Invasive samples difficulties
Trial Achievement
1. Data reproducibility
2. Two data analysis methods
3. Strong correlation of Digistain Index vs
Histopathology Cancer Grading
4. Additional system improvement
Significance of Digistain
1. Objective diagnosis
2. Quantitative cancer malignancy marker
3. Cost effective instrument
4. Fast and easy to use
5. Contribute correct and effective treatment
6. Contribute reduce cancer morbidity &
mortality rate
Carcinoma of the Breast
 Serious condition of breast disorder
 Mostly adenocarcinomas (glandular/secretory cells
origin)
 Originate in the epithelium (mammary ducts or
lobular glands)
 Vast majority are ductal origin
 2 types: Intraduct (DCIS) or Infiltrating (Invasive)
 Peak incident a decade before menopause
 Non-invasive (DCIS) & Invasive
Digistain Principle
1. Imaging at 4 wavelengths: Ap, Ab, Pp, Pb
2. P/A ratio N/C ratio Tumour malignancy
marker
3. Digistain Index: sum of mean PA ratio/no.
of sample, in a cancer grade class
P/A Ratio
The Digistain Trial
2 Batches | 59 samples | 42 imaged | 37 graded | 11-G1 | 21-G2 | 5-G3
35 Invasive, 2 DCIS
7 DCIS (controlled samples)
Tissue Thresholding [0.6]
2 Analysis Methods
Digistain Index, DI – Cancer Grading Correlation
Reproducibility Assessment
Tests Reproducibility Tests (20 images) Digistain Index (DI) - Grade
Cases Full frame
Cancer area
(132pixel)
5 areas
(25pixel) DI - G1 DI - G2 DI - G3
Average 0.6259 0.3696 0.4257 0.4992 0.5046 0.5076
Std Dev 0.0081 0.0071 0.0099 0.0308 0.0572 0.0200
Std Error 0.0019 0.0016 0.0023 0.0093 0.0125 0.0089
% Std Error 0.30% 0.44% 0.54% 1.86% 2.47% 1.76%
Method 1 Method 2
Analysis Methods
Digistain Index vs Cancer Grade
:: Strong Linear Correlation, r = 0.9861 ::
Threshold | No Threshold
Tissue Thresholdings
The Improvement
1. Current program: thresholding blocks at
peak images
2. New labview program: bad image
elimination
3. Analysis: 3rd method, eliminates tissue
intermixing at peak images
Thresholding Block added for Method 3
Special Remarks
Overwhelming Positive Reaction From Pathologists
in
European Congress of Pathology
Future Works
1. Reduce the error bars overlapping
between G1 & G3
2. Correlation: DI & life expectancy
Conclusion
The Significance of Digistain
1. Quantitative and refined cancer malignancy
marker
2. Objective histopathology diagnosis technique
3. Cost effective instrument
4. Fast and easy to use
5. Contribute mainly for the correct and effective
treatment
6. Contribute to reduce cancer morbidity &
mortality rate
Significance of Digistain
THANK YOU

More Related Content

What's hot

Hydrogel use in prostate cancer radiation therapy
Hydrogel use in prostate cancer radiation therapyHydrogel use in prostate cancer radiation therapy
Hydrogel use in prostate cancer radiation therapyMatthew Katz
 
Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...
Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...
Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...Leonard Davis Institute of Health Economics
 
AlisonSlemaker_PHS Conference Poster
AlisonSlemaker_PHS Conference PosterAlisonSlemaker_PHS Conference Poster
AlisonSlemaker_PHS Conference PosterAlison Slemaker
 
Genetic assays in breast cancer
Genetic assays in breast cancerGenetic assays in breast cancer
Genetic assays in breast cancerVibhay Pareek
 
8000 0830 kian aan gap overview
8000 0830 kian aan gap overview8000 0830 kian aan gap overview
8000 0830 kian aan gap overviewspa718
 
Breast Cancer: The Importance of a Treatment and ER Independent Assay
Breast Cancer: The Importance of a Treatment and ER Independent AssayBreast Cancer: The Importance of a Treatment and ER Independent Assay
Breast Cancer: The Importance of a Treatment and ER Independent AssayAgendia
 
Physical Models For Time Dose & Fractionation
Physical Models For Time Dose & FractionationPhysical Models For Time Dose & Fractionation
Physical Models For Time Dose & FractionationIsha Jaiswal
 
Gsl dose-of-radiation-and-treatment-outcome-for-prostate
Gsl dose-of-radiation-and-treatment-outcome-for-prostateGsl dose-of-radiation-and-treatment-outcome-for-prostate
Gsl dose-of-radiation-and-treatment-outcome-for-prostateGil Lederman
 
Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...
Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...
Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...danachoi_com
 
Grand rounds 2011 smaller
Grand rounds 2011   smallerGrand rounds 2011   smaller
Grand rounds 2011 smallerKathleen Ellis
 
Neha dna screening
Neha dna screeningNeha dna screening
Neha dna screeningrsbkh
 
Flash radiation therapy
Flash radiation therapyFlash radiation therapy
Flash radiation therapyAjeet Gandhi
 
Quantec dr. upasna saxena (2)
Quantec   dr. upasna saxena (2)Quantec   dr. upasna saxena (2)
Quantec dr. upasna saxena (2)Upasna Saxena
 
Radiotherapy and Immunotherapy Improve Metastatic Lung Cancer Outcomes
Radiotherapy and Immunotherapy Improve Metastatic Lung Cancer OutcomesRadiotherapy and Immunotherapy Improve Metastatic Lung Cancer Outcomes
Radiotherapy and Immunotherapy Improve Metastatic Lung Cancer OutcomesLaura Lyn Jacimore
 

What's hot (18)

Hydrogel use in prostate cancer radiation therapy
Hydrogel use in prostate cancer radiation therapyHydrogel use in prostate cancer radiation therapy
Hydrogel use in prostate cancer radiation therapy
 
Hypofractionation in breast cancer
Hypofractionation in breast cancerHypofractionation in breast cancer
Hypofractionation in breast cancer
 
Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...
Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...
Incremental Impact of Breast Cancer SNP Panel on Risk Classification and Scre...
 
Wepdc201
Wepdc201Wepdc201
Wepdc201
 
AlisonSlemaker_PHS Conference Poster
AlisonSlemaker_PHS Conference PosterAlisonSlemaker_PHS Conference Poster
AlisonSlemaker_PHS Conference Poster
 
Genetic assays in breast cancer
Genetic assays in breast cancerGenetic assays in breast cancer
Genetic assays in breast cancer
 
8000 0830 kian aan gap overview
8000 0830 kian aan gap overview8000 0830 kian aan gap overview
8000 0830 kian aan gap overview
 
Breast Cancer: The Importance of a Treatment and ER Independent Assay
Breast Cancer: The Importance of a Treatment and ER Independent AssayBreast Cancer: The Importance of a Treatment and ER Independent Assay
Breast Cancer: The Importance of a Treatment and ER Independent Assay
 
Physical Models For Time Dose & Fractionation
Physical Models For Time Dose & FractionationPhysical Models For Time Dose & Fractionation
Physical Models For Time Dose & Fractionation
 
MammaPrint: From Bench to Bedside
MammaPrint: From Bench to BedsideMammaPrint: From Bench to Bedside
MammaPrint: From Bench to Bedside
 
Non-Medically Indicated Delivery Prior to 39 Weeks Gestation in United State...
Non-Medically Indicated Delivery Prior to 39 Weeks Gestation  in United State...Non-Medically Indicated Delivery Prior to 39 Weeks Gestation  in United State...
Non-Medically Indicated Delivery Prior to 39 Weeks Gestation in United State...
 
Gsl dose-of-radiation-and-treatment-outcome-for-prostate
Gsl dose-of-radiation-and-treatment-outcome-for-prostateGsl dose-of-radiation-and-treatment-outcome-for-prostate
Gsl dose-of-radiation-and-treatment-outcome-for-prostate
 
Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...
Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...
Dana Choi | Post harvest quality evaluation system on conveyor belt for mecha...
 
Grand rounds 2011 smaller
Grand rounds 2011   smallerGrand rounds 2011   smaller
Grand rounds 2011 smaller
 
Neha dna screening
Neha dna screeningNeha dna screening
Neha dna screening
 
Flash radiation therapy
Flash radiation therapyFlash radiation therapy
Flash radiation therapy
 
Quantec dr. upasna saxena (2)
Quantec   dr. upasna saxena (2)Quantec   dr. upasna saxena (2)
Quantec dr. upasna saxena (2)
 
Radiotherapy and Immunotherapy Improve Metastatic Lung Cancer Outcomes
Radiotherapy and Immunotherapy Improve Metastatic Lung Cancer OutcomesRadiotherapy and Immunotherapy Improve Metastatic Lung Cancer Outcomes
Radiotherapy and Immunotherapy Improve Metastatic Lung Cancer Outcomes
 

Viewers also liked (15)

Copy of presentación_sin_título
Copy of presentación_sin_títuloCopy of presentación_sin_título
Copy of presentación_sin_título
 
Copy(2) of tics
Copy(2) of ticsCopy(2) of tics
Copy(2) of tics
 
Slideshare
SlideshareSlideshare
Slideshare
 
Análisis y realización de una matriz foda
Análisis y realización de una matriz fodaAnálisis y realización de una matriz foda
Análisis y realización de una matriz foda
 
初学者如何建立自己的网站指南
初学者如何建立自己的网站指南初学者如何建立自己的网站指南
初学者如何建立自己的网站指南
 
The Priority of Prayer
The Priority of PrayerThe Priority of Prayer
The Priority of Prayer
 
Copy of presentación_sin_título
Copy of presentación_sin_títuloCopy of presentación_sin_título
Copy of presentación_sin_título
 
Assignment 1 fitria n h
Assignment 1   fitria n hAssignment 1   fitria n h
Assignment 1 fitria n h
 
How to be an Exceptional Husband
How to be an Exceptional HusbandHow to be an Exceptional Husband
How to be an Exceptional Husband
 
Kumpulan resep makanan
Kumpulan resep makananKumpulan resep makanan
Kumpulan resep makanan
 
Expressing Love in Marriage
Expressing Love in MarriageExpressing Love in Marriage
Expressing Love in Marriage
 
Music and God
Music and GodMusic and God
Music and God
 
3 Types of Men
3 Types of Men3 Types of Men
3 Types of Men
 
7 Myths About Sex
7 Myths About Sex7 Myths About Sex
7 Myths About Sex
 
How to be an Exceptional Wife
How to be an Exceptional WifeHow to be an Exceptional Wife
How to be an Exceptional Wife
 

Similar to DS

H2O World - H2O for Genomics with Hussam Al-Deen Ashab
H2O World - H2O for Genomics with Hussam Al-Deen AshabH2O World - H2O for Genomics with Hussam Al-Deen Ashab
H2O World - H2O for Genomics with Hussam Al-Deen AshabSri Ambati
 
Riga 2016TomoCESMcombo
Riga 2016TomoCESMcombo Riga 2016TomoCESMcombo
Riga 2016TomoCESMcombo Sana Pascaline
 
Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...
Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...
Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...Fundación Ramón Areces
 
ca cervix screening.pptx
ca cervix screening.pptxca cervix screening.pptx
ca cervix screening.pptxSeemadas31
 
Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?bkling
 
2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...
2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...
2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...ssuserc0817d
 
Breast Cancer detection.pptx
Breast Cancer detection.pptxBreast Cancer detection.pptx
Breast Cancer detection.pptxCHANDRAJEETJHA4
 
Prostate MDT workshop 16 nov 17 queries
Prostate MDT workshop 16 nov 17 queriesProstate MDT workshop 16 nov 17 queries
Prostate MDT workshop 16 nov 17 queriesMarc Laniado
 
IMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTION
IMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTIONIMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTION
IMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTIONiQHub
 
Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...
Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...
Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...cscpconf
 
FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...
FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...
FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...csandit
 
Dr Sandeep Roy paper on tumor regression
 Dr Sandeep Roy paper on tumor regression Dr Sandeep Roy paper on tumor regression
Dr Sandeep Roy paper on tumor regressionSandeep Roy
 
Applying Deep Learning to Transform Breast Cancer Diagnosis
Applying Deep Learning to Transform Breast Cancer DiagnosisApplying Deep Learning to Transform Breast Cancer Diagnosis
Applying Deep Learning to Transform Breast Cancer DiagnosisCognizant
 
Comparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancerComparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancernordin1808
 
Comparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancerComparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancernordin1808
 
Adjuvant radiation based on genomic risk factors emerging scenarios
Adjuvant radiation based on genomic risk factors   emerging scenariosAdjuvant radiation based on genomic risk factors   emerging scenarios
Adjuvant radiation based on genomic risk factors emerging scenariosSantam Chakraborty
 
Grail-CCGA to MCED-LDT.pptx
Grail-CCGA to MCED-LDT.pptxGrail-CCGA to MCED-LDT.pptx
Grail-CCGA to MCED-LDT.pptxssuserfffc9c
 
Machine Learning for prediction of survival outcomes with Immune checkpoint i...
Machine Learning for prediction of survival outcomes with Immune checkpoint i...Machine Learning for prediction of survival outcomes with Immune checkpoint i...
Machine Learning for prediction of survival outcomes with Immune checkpoint i...FangyaTan
 

Similar to DS (20)

H2O World - H2O for Genomics with Hussam Al-Deen Ashab
H2O World - H2O for Genomics with Hussam Al-Deen AshabH2O World - H2O for Genomics with Hussam Al-Deen Ashab
H2O World - H2O for Genomics with Hussam Al-Deen Ashab
 
Riga 2016TomoCESMcombo
Riga 2016TomoCESMcombo Riga 2016TomoCESMcombo
Riga 2016TomoCESMcombo
 
Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...
Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...
Dr. Carlos García Echeverría - Simposio Internacional 'Terapias oncológicas a...
 
ca cervix screening.pptx
ca cervix screening.pptxca cervix screening.pptx
ca cervix screening.pptx
 
Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?
 
2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...
2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...
2019-ESMO-Summit-Africa-Current-Standard-Care-Practice-Changing-Studies-Soft-...
 
Breast Cancer detection.pptx
Breast Cancer detection.pptxBreast Cancer detection.pptx
Breast Cancer detection.pptx
 
Prostate MDT workshop 16 nov 17 queries
Prostate MDT workshop 16 nov 17 queriesProstate MDT workshop 16 nov 17 queries
Prostate MDT workshop 16 nov 17 queries
 
IMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTION
IMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTIONIMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTION
IMAGING BIOMARKER PANELS AND MULTI-OMICS AI MODELS FOR OUTCOMES PREDICTION
 
Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...
Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...
Fractal Parameters of Tumour Microscopic Images as Prognostic Indicators of C...
 
FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...
FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...
FRACTAL PARAMETERS OF TUMOUR MICROSCOPIC IMAGES AS PROGNOSTIC INDICATORS OF C...
 
Dr Sandeep Roy paper on tumor regression
 Dr Sandeep Roy paper on tumor regression Dr Sandeep Roy paper on tumor regression
Dr Sandeep Roy paper on tumor regression
 
Applying Deep Learning to Transform Breast Cancer Diagnosis
Applying Deep Learning to Transform Breast Cancer DiagnosisApplying Deep Learning to Transform Breast Cancer Diagnosis
Applying Deep Learning to Transform Breast Cancer Diagnosis
 
Comparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancerComparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancer
 
Comparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancerComparison between mammogram and mri in detecting breast cancer
Comparison between mammogram and mri in detecting breast cancer
 
Adjuvant radiation based on genomic risk factors emerging scenarios
Adjuvant radiation based on genomic risk factors   emerging scenariosAdjuvant radiation based on genomic risk factors   emerging scenarios
Adjuvant radiation based on genomic risk factors emerging scenarios
 
Grail-CCGA to MCED-LDT.pptx
Grail-CCGA to MCED-LDT.pptxGrail-CCGA to MCED-LDT.pptx
Grail-CCGA to MCED-LDT.pptx
 
Machine Learning for prediction of survival outcomes with Immune checkpoint i...
Machine Learning for prediction of survival outcomes with Immune checkpoint i...Machine Learning for prediction of survival outcomes with Immune checkpoint i...
Machine Learning for prediction of survival outcomes with Immune checkpoint i...
 
Informing treatment decisions for women with DCIS
Informing treatment decisions for women with DCISInforming treatment decisions for women with DCIS
Informing treatment decisions for women with DCIS
 
Breast Poster
Breast PosterBreast Poster
Breast Poster
 

DS

  • 1. ‘Digistain’ Mid Infrared Chemical Imaging For Cancer Diagnosis, Trialling A New Technology Supervisor: Prof. Chris Phillips By A Nisa M A
  • 2. Special Gratitude Digistain Team, Imperial College London Prof. Chris Phillips Dr. Hemmel Amrania Laurence Drummond Katy Morgan Andres Olivares Pathologist, Charing Cross Hospital & ICL Prof. Sami Shousha
  • 3. Trial Objectives 1. Reproducibility 2. Correlation: Digistain – Cancer Grading
  • 4. The Issues 1. Folded samples 2. Sample delay 3. Bad images 4. Zero & Negative PA ratio 5. Invasive samples difficulties
  • 5. Trial Achievement 1. Data reproducibility 2. Two data analysis methods 3. Strong correlation of Digistain Index vs Histopathology Cancer Grading 4. Additional system improvement
  • 6. Significance of Digistain 1. Objective diagnosis 2. Quantitative cancer malignancy marker 3. Cost effective instrument 4. Fast and easy to use 5. Contribute correct and effective treatment 6. Contribute reduce cancer morbidity & mortality rate
  • 7. Carcinoma of the Breast  Serious condition of breast disorder  Mostly adenocarcinomas (glandular/secretory cells origin)  Originate in the epithelium (mammary ducts or lobular glands)  Vast majority are ductal origin  2 types: Intraduct (DCIS) or Infiltrating (Invasive)  Peak incident a decade before menopause  Non-invasive (DCIS) & Invasive
  • 8. Digistain Principle 1. Imaging at 4 wavelengths: Ap, Ab, Pp, Pb 2. P/A ratio N/C ratio Tumour malignancy marker 3. Digistain Index: sum of mean PA ratio/no. of sample, in a cancer grade class
  • 9.
  • 11. The Digistain Trial 2 Batches | 59 samples | 42 imaged | 37 graded | 11-G1 | 21-G2 | 5-G3 35 Invasive, 2 DCIS 7 DCIS (controlled samples) Tissue Thresholding [0.6] 2 Analysis Methods Digistain Index, DI – Cancer Grading Correlation
  • 12. Reproducibility Assessment Tests Reproducibility Tests (20 images) Digistain Index (DI) - Grade Cases Full frame Cancer area (132pixel) 5 areas (25pixel) DI - G1 DI - G2 DI - G3 Average 0.6259 0.3696 0.4257 0.4992 0.5046 0.5076 Std Dev 0.0081 0.0071 0.0099 0.0308 0.0572 0.0200 Std Error 0.0019 0.0016 0.0023 0.0093 0.0125 0.0089 % Std Error 0.30% 0.44% 0.54% 1.86% 2.47% 1.76%
  • 13. Method 1 Method 2 Analysis Methods
  • 14.
  • 15. Digistain Index vs Cancer Grade :: Strong Linear Correlation, r = 0.9861 ::
  • 16. Threshold | No Threshold
  • 18. The Improvement 1. Current program: thresholding blocks at peak images 2. New labview program: bad image elimination 3. Analysis: 3rd method, eliminates tissue intermixing at peak images
  • 19. Thresholding Block added for Method 3
  • 20. Special Remarks Overwhelming Positive Reaction From Pathologists in European Congress of Pathology
  • 21. Future Works 1. Reduce the error bars overlapping between G1 & G3 2. Correlation: DI & life expectancy
  • 23. 1. Quantitative and refined cancer malignancy marker 2. Objective histopathology diagnosis technique 3. Cost effective instrument 4. Fast and easy to use 5. Contribute mainly for the correct and effective treatment 6. Contribute to reduce cancer morbidity & mortality rate Significance of Digistain