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Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery

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Cover of 'Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery'

Table of Contents

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    Book Overview
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    Chapter 1 Thermal Radiomics for Improving the Interpretability of Breast Cancer Detection from Thermal Images
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    Chapter 2 Radiomics for Breast IR-Imaging Classification
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    Chapter 3 Early Thermographic Screening of Breast Abnormality in Women with Dense Breast by Thermal, Fractal, and Statistical Analysis
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    Chapter 4 A Novel Thermography-Based Artificial Intelligence-Powered Solution for Screening Breast Cancer
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    Chapter 5 Thermographic Toothache Screening by Artificial Intelligence
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    Chapter 6 Non-fever COVID-19 Detection by Infrared Imaging
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    Chapter 7 Automated Thermal Screening for COVID-19 Using Machine Learning
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    Chapter 8 An Automated Approach for Screening COVID-19 from Thermal Images Using Convolutional Neural Network
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    Chapter 9 Infrared Technology for Vascular Abnormality in Finding of Abdominal Aortic Aneurysm
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    Chapter 10 Non-invasive Thermal Imaging for Estimation of the Fecundity of Live Female Onchocerca Worms
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    Chapter 11 Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers
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    Chapter 12 CoRe: An Automated Pipeline for the Prediction of Liver Resection Complexity from Preoperative CT Scans
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    Chapter 13 Diffusion Tensor Imaging Biomarkers for Parkinson’s Disease Symptomatology
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    Chapter 14 Prediction of Immune and Stromal Cell Population Abundance from Hepatocellular Carcinoma Whole Slide Images Using Weakly Supervised Learning
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    Chapter 15 Enhancing Local Context of Histology Features in Vision Transformers
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    Chapter 16 DCIS AI-TIL: Ductal Carcinoma In Situ Tumour Infiltrating Lymphocyte Scoring Using Artificial Intelligence
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    Chapter 17 Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy
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Title
Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery
Published by
Springer Nature Switzerland, November 2022
DOI 10.1007/978-3-031-19660-7
ISBNs
978-3-03-119659-1, 978-3-03-119660-7
Editors

Kakileti, Siva Teja, Gabrani, Maria, Manjunath, Geetha, Rosen-Zvi, Michal, Braman, Nathaniel, Schwartz, Robert G., Frangi, Alejandro F., Chung, Pau-Choo, Weight, Christopher, Jagadish, Vekataraman

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