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Ashour, Amira S.

Classification in BioApps

Ashour, Amira S. - Classification in BioApps, e-bok


E-bok, PDF, Adobe DRM-skydd
ISBN: 9783319659817

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Table of contents

Part I. Machine Learning Based Detection and Classification

1. Medical Imaging and Its Objective Quality Assessment: An Introduction
Rohit Thanki, Surekha Borra, Nilanjan Dey, Amira S. Ashour

2. A Novel Approach for the Classification of Liver MR Images Using Complex Orthogonal Ripplet-II and Wavelet-Based Transforms
Ayşe Elif Canbilen, Murat Ceylan

3. ECG Based Myocardial Infarction Detection Using Different Classification Techniques
Padmavathi Kora, Ambika Annavarapu, Surekha Borra

4. Classification and Decision Making of Medical Infrared Thermal Images
Ricardo Vardasca, Lucia Vaz, Joaquim Mendes

5. Evaluating the Efficacy of Gabor Features in the Discrimination of Breast Density Patterns Using Various Classifiers
Kriti, Jitendra Virmani, Ravinder Agarwal

6. Machine Learning-Based State-of-the-Art Methods for the Classification of RNA-Seq Data
Almas Jabeen, Nadeem Ahmad, Khalid Raza

7. Two-Step Verifications for Multi-instance Features Selection: A Machine Learning Approach
M. N. Y. Ali, S. F. Nimmy

8. Machine Learning Based Plant Leaf Disease Detection and Severity Assessment Techniques: State-of-the-Art
Pragati Pukkela, Surekha Borra

9. Crop Disease Protection Using Parallel Machine Learning Approaches
G. Sudha Sadasivam, Sasirekaa Madhesu, O. Y. Mumthas, K. Dharani

Part II. Deep Learning and Fuzzy-based Computer Aided Diagnosis

10. Computer Aided Diagnosis in Ophthalmology: Deep Learning Applications
José N. Galveia, António Travassos, Francisca A. Quadros, Luís A. Silva Cruz

11. Advanced Computational Intelligence Techniques Based Computer Aided Diagnosis System for Cervical Cancer Detection Using Pap Smear Images
D. Selvathi, W. Rehan Sharmila, P. Shenbaga Sankari

12. Deep Learning for Medical Image Processing: Overview, Challenges and the Future
Muhammad Imran Razzak, Saeeda Naz, Ahmad Zaib

13. On the Fly Segmentation of Intravascular Ultrasound Images Powered by Learning of Backscattering Physics
Debarghya China, Pabitra Mitra, Debdoot Sheet

Part III. Miscellaneous Applications

14. ECG Signal Dimensionality Reduction-Based Atrial Fibrillation Detection
Ambika Annavarapu, Surekha Borra, Padmavathi Kora

15. A Bio-application for Accident Victim Identification Using Biometrics
P. Vidyasree, Gudavalli Madhavi, S. Viswanadharaju, Surekha Borra

Nyckelord: Engineering, Biomedical Engineering, Computer Imaging, Vision, Pattern Recognition and Graphics, Pharmaceutical Sciences/Technology

Lecture Notes in Computational Vision and Biomechanics
Teknologi, energi, trafik
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