SlideShare a Scribd company logo
1 of 3
Applications of Deep
learning in Brain Scan
Deployment of mobile application using advanced CNN models and Modified CNN model
for Diagnosis of brain tumor
• Lightweight Sequential net (LS Net) used to classify
brain tumour as glioma, meningioma and pituitary tumour
• compare the proposed LS net with advanced CNN models
VGG-16, VGG-19, Inception V3, Xception, Mobile net
• (https://figshare.com/articles/dataset/brain_tumor_dataset/
1512427)
3/11/2024 2
Proposed 24-layered LS net architecture
3/11/2024 3

More Related Content

More from KerenEvangelineI

Types of Activation functions in DL.pptx
Types of Activation functions in DL.pptxTypes of Activation functions in DL.pptx
Types of Activation functions in DL.pptxKerenEvangelineI
 
Working Principle of Deep Learning Technique.pptx
Working Principle of Deep Learning Technique.pptxWorking Principle of Deep Learning Technique.pptx
Working Principle of Deep Learning Technique.pptxKerenEvangelineI
 
Introduction to Deep Learning Technique.pptx
Introduction to Deep Learning Technique.pptxIntroduction to Deep Learning Technique.pptx
Introduction to Deep Learning Technique.pptxKerenEvangelineI
 
Deep Learning and Recent Applications.pptx
Deep Learning and Recent Applications.pptxDeep Learning and Recent Applications.pptx
Deep Learning and Recent Applications.pptxKerenEvangelineI
 
FEATURE SELECTION AND FEATURE REDUCTION.pptx
FEATURE SELECTION AND FEATURE REDUCTION.pptxFEATURE SELECTION AND FEATURE REDUCTION.pptx
FEATURE SELECTION AND FEATURE REDUCTION.pptxKerenEvangelineI
 
CURVLET TRANSFORM USES IN DAILY LIFE.pptx
CURVLET TRANSFORM USES IN DAILY LIFE.pptxCURVLET TRANSFORM USES IN DAILY LIFE.pptx
CURVLET TRANSFORM USES IN DAILY LIFE.pptxKerenEvangelineI
 
Edge detection Contourlet transform techniques.pptx
Edge detection Contourlet transform techniques.pptxEdge detection Contourlet transform techniques.pptx
Edge detection Contourlet transform techniques.pptxKerenEvangelineI
 
Wavelet feature extraction technique.pptx
Wavelet feature extraction technique.pptxWavelet feature extraction technique.pptx
Wavelet feature extraction technique.pptxKerenEvangelineI
 
Features of Gray level run length matrix.pptx
Features of Gray level run length matrix.pptxFeatures of Gray level run length matrix.pptx
Features of Gray level run length matrix.pptxKerenEvangelineI
 
Features of GLCM extracted using GLCM .pptx
Features of GLCM extracted using GLCM .pptxFeatures of GLCM extracted using GLCM .pptx
Features of GLCM extracted using GLCM .pptxKerenEvangelineI
 
Feature Extraction in image processing- Shape.pptx
Feature Extraction in image processing- Shape.pptxFeature Extraction in image processing- Shape.pptx
Feature Extraction in image processing- Shape.pptxKerenEvangelineI
 
List of Shape features available in Image Processing
List of Shape features available in Image ProcessingList of Shape features available in Image Processing
List of Shape features available in Image ProcessingKerenEvangelineI
 
Cancer tissue evaluation.pptx
Cancer tissue evaluation.pptxCancer tissue evaluation.pptx
Cancer tissue evaluation.pptxKerenEvangelineI
 

More from KerenEvangelineI (20)

Types of Activation functions in DL.pptx
Types of Activation functions in DL.pptxTypes of Activation functions in DL.pptx
Types of Activation functions in DL.pptx
 
Working Principle of Deep Learning Technique.pptx
Working Principle of Deep Learning Technique.pptxWorking Principle of Deep Learning Technique.pptx
Working Principle of Deep Learning Technique.pptx
 
Introduction to Deep Learning Technique.pptx
Introduction to Deep Learning Technique.pptxIntroduction to Deep Learning Technique.pptx
Introduction to Deep Learning Technique.pptx
 
Deep Learning and Recent Applications.pptx
Deep Learning and Recent Applications.pptxDeep Learning and Recent Applications.pptx
Deep Learning and Recent Applications.pptx
 
FEATURE SELECTION AND FEATURE REDUCTION.pptx
FEATURE SELECTION AND FEATURE REDUCTION.pptxFEATURE SELECTION AND FEATURE REDUCTION.pptx
FEATURE SELECTION AND FEATURE REDUCTION.pptx
 
CURVLET TRANSFORM USES IN DAILY LIFE.pptx
CURVLET TRANSFORM USES IN DAILY LIFE.pptxCURVLET TRANSFORM USES IN DAILY LIFE.pptx
CURVLET TRANSFORM USES IN DAILY LIFE.pptx
 
Edge detection Contourlet transform techniques.pptx
Edge detection Contourlet transform techniques.pptxEdge detection Contourlet transform techniques.pptx
Edge detection Contourlet transform techniques.pptx
 
Wavelet feature extraction technique.pptx
Wavelet feature extraction technique.pptxWavelet feature extraction technique.pptx
Wavelet feature extraction technique.pptx
 
Features of Gray level run length matrix.pptx
Features of Gray level run length matrix.pptxFeatures of Gray level run length matrix.pptx
Features of Gray level run length matrix.pptx
 
Features of GLCM extracted using GLCM .pptx
Features of GLCM extracted using GLCM .pptxFeatures of GLCM extracted using GLCM .pptx
Features of GLCM extracted using GLCM .pptx
 
Feature Extraction in image processing- Shape.pptx
Feature Extraction in image processing- Shape.pptxFeature Extraction in image processing- Shape.pptx
Feature Extraction in image processing- Shape.pptx
 
List of Shape features available in Image Processing
List of Shape features available in Image ProcessingList of Shape features available in Image Processing
List of Shape features available in Image Processing
 
Feature extraction.pptx
Feature extraction.pptxFeature extraction.pptx
Feature extraction.pptx
 
MRI_1.ppt
MRI_1.pptMRI_1.ppt
MRI_1.ppt
 
Ivory Coast.pptx
Ivory Coast.pptxIvory Coast.pptx
Ivory Coast.pptx
 
morph.ppt
morph.pptmorph.ppt
morph.ppt
 
Cancer tissue evaluation.pptx
Cancer tissue evaluation.pptxCancer tissue evaluation.pptx
Cancer tissue evaluation.pptx
 
FDP_Wearable_sm.pptx
FDP_Wearable_sm.pptxFDP_Wearable_sm.pptx
FDP_Wearable_sm.pptx
 
AHP Unit5.pptx
AHP Unit5.pptxAHP Unit5.pptx
AHP Unit5.pptx
 
AHP3.pdf
AHP3.pdfAHP3.pdf
AHP3.pdf
 

Recently uploaded

"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"mphochane1998
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesMayuraD1
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 
457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx
457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx
457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptxrouholahahmadi9876
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxSCMS School of Architecture
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Computer Networks Basics of Network Devices
Computer Networks  Basics of Network DevicesComputer Networks  Basics of Network Devices
Computer Networks Basics of Network DevicesChandrakantDivate1
 
Moment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilMoment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilVinayVitekari
 
Introduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfIntroduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfsumitt6_25730773
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Servicemeghakumariji156
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...
Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...
Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...jabtakhaidam7
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VDineshKumar4165
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdfAldoGarca30
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...drmkjayanthikannan
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARKOUSTAV SARKAR
 

Recently uploaded (20)

Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx
457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx
457503602-5-Gas-Well-Testing-and-Analysis-pptx.pptx
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
Computer Networks Basics of Network Devices
Computer Networks  Basics of Network DevicesComputer Networks  Basics of Network Devices
Computer Networks Basics of Network Devices
 
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak HamilCara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil
 
Moment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilMoment Distribution Method For Btech Civil
Moment Distribution Method For Btech Civil
 
Introduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfIntroduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdf
 
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...
Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...
Jaipur ❤CALL GIRL 0000000000❤CALL GIRLS IN Jaipur ESCORT SERVICE❤CALL GIRL IN...
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
 

APPLICATIONS OF DL IN BRAIN SCAN USING MRI.pptx

  • 2. Deployment of mobile application using advanced CNN models and Modified CNN model for Diagnosis of brain tumor • Lightweight Sequential net (LS Net) used to classify brain tumour as glioma, meningioma and pituitary tumour • compare the proposed LS net with advanced CNN models VGG-16, VGG-19, Inception V3, Xception, Mobile net • (https://figshare.com/articles/dataset/brain_tumor_dataset/ 1512427) 3/11/2024 2
  • 3. Proposed 24-layered LS net architecture 3/11/2024 3