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Two-stage machine learning models for bowel lesions characterisation using self-propelled capsule dynamics
To foster early bowel cancer diagnosis, a non-invasive biomechanical characterisation of bowel lesions is proposed. This method uses the dynamics of...
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Detecting Patient Readiness for Colonoscopy Through Bowel Image Analysis: A Machine Learning Approach
Bowel preparation is a crucial step in ensuring the success and accuracy of colonoscopy procedures. Adequate bowel cleansing allows for better...
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Development of Self-care Competence of the Older Adults with Bowel Elimination Ostomy
Introduction: Colorectal tumor is one of the leading causes of death by cancer in both sexes in Portugal. The traditional treatment consists of...
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Machine Learning Approach to Lung Cancer Survivability Analysis
The majority of people in the current atmospheric conditions are affected by lung cancer disease. The analysis of respiratory illness offers a...
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M-Health in Prostate Cancer: Professional and Patient Perspectives
In the current study, an analysis of mobile health (m-health) technology usage in managing prostate cancer, focusing on patients undergoing...
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Detection of the Inflammatory Bowel Diseases via Machine Learning Methods
The current standard of inflammatory bowel disease (IBD), especially, Crohn’s disease (CD), diagnosis is set through an invasive endoscopy procedure....
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Enhancing Inflammatory Bowel Disease Diagnosis Performance Using Chi-Squared Algorithm on Metagenomic Data
Disease prediction is a rapidly growing research field in the age of information and technology. In the future, machinery robotics is expected to...
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Feature Selection Using Correlation Matrix on Metagenomic Data with Pearson Enhancing Inflammatory Bowel Disease Prediction
The Fourth Industrial Revolution has brought up a vast amount of new innovative implementations. These can be used for numerous areas to make wealth...
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Cancer Patient Healthcare Analysis by Genomic Prediction
We classify the psychological feelings of cancer patient’s genetic data and measure the accuracy of each class, i.e. how closely they are related,...
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Histopathological Colorectal Cancer Image Classification by Using Inception V4 CNN Model
It is crucial to analyze colorectal cancerColorectal Cancer histological pictures with objectivity. One of the main causes of mortality globally is...
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Deep Visualisation-Based Interpretable Analysis of Digital Pathology Images for Colorectal Cancer
Colorectal cancer is one of the most widespread cancers in western countries. As with most forms of cancers, its diagnosis can only be made by...
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Estimation of the Variance of Parameters in a Model Proposed to Study Prognosis of Lung Cancer
Cancer is one of the major health problems persisting worldwide. The data for the prognosis of cancer is taken from the National Cancer Registry...
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A Review on Early Diagnosis of Lung Cancer from CT Images Using Deep Learning
Lung cancer is one among the lung diseases with a median survival rate where accurate early diagnosis can enhance the patient’s lifespan. Computed...
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A Modified Lévy Flight Grey Wolf Optimizer Feature Selection Approach to Breast Cancer Dataset
Breast cancer is one of the most common and deadly diseases, accounting for 25% of all cancer in women worldwide. Early detection plays a vital role...
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A Novel Ensemble Model for Breast Cancer Diagnosis
Breast cancer is one of the world's second-leading causes of death. One out of every eight women experiences this illness at some point in their...
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Analysis of Colon Cancer Metagenomic Data Using Machine Learning
Syama, K. Jain, Kanak Angel Arul Jothi, J. Khanna, NamitaHuman gastrointestinal tract holds a large variety and complex population of different...
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Single-Cell Technologies for Cancer Therapy
Routine sequencing techniques used in cancer diagnosis have primarily focused on bulk tissue genomic analysis. However, cell heterogeneity is a...
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Gene Expression Signature: An Influential Access to Drug Discovery in Ovarian Cancer
Ovarian cancer is the worst gynecological malignancy around the globe because of its asymptomatic existence. Due to the lack of diagnostic strategies...
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A Prospective Preventive Screening Tool-Pancreatic Cancer Risk Model Developed by AI Technology
Pancreatic cancer is one of the cancers that are not easy to detect early due to the lack of obvious disease characteristics in the early stage, the...