Early detection and diagnosis of cancer with interpretable machine ...

We report on an interpretable machine learning model that can classify 13 cancer types as well as non-cancer tissue samples using only DNA methylome data, with ...

In this study, the authors present an interpretable machine learning model that can classify 13 cancer types and non-cancer tissue samples using only DNA ...

Study suggests AI may soon be able to detect cancer - Medical Xpress

A new paper in Biology Methods & Protocols indicates that it may soon be possible for doctors to use artificial intelligence (AI) to detect ...

Editorial: Interpretable and explainable machine learning models in ...

Several ML approaches have been proposed to aid in the early detection of cancer based on non-invasive data such as self-reported lifestyle characteristics, ...

We may soon be able to detect cancer with AI - EurekAlert!

Investigators from Cambridge University and Imperial College London trained an AI mode, using a combination of machine and deep learning, to ...

Early detection and diagnosis of cancer with interpretable machine ...

Early detection and diagnosis of cancer using EMethylNET: an interpretable model for DNA methylation pattern detection ... This is the code repo for EMethylNET.

Explainable machine learning models for early gastric cancer ...

This research not only highlights key biomarkers and clinical features critical for early detection but also presents a versatile approach that ...

Will it soon be possible for doctors to use AI to detect and diagnose ...

Early detection and diagnosis, paired with modern medicines, have a significant influence on cancer survival and treatment. Computational ...

Early detection and diagnosis of cancer with interpretable machine ...

Early detection and diagnosis of cancer with interpretable machine learning to uncover cancer-specific DNA methylation patterns · About this ...

Interpretable Machine Learning-Aided Optical Deciphering of Serum ...

Interpretable Machine Learning-Aided Optical Deciphering of Serum Exosomes for Early Detection, Staging, and Subtyping of Lung Cancer.

AI Analyzes DNA Methylation for Early Cancer Detection

... detect and diagnose cancer in patients, enabling earlier treatment ... machine learning and deep learning, to analyze DNA methylation ...

Artificial intelligence in cancer diagnosis: Opportunities and ...

Worldwide, cancer is one of the leading causes of mortality. Improving patient outcomes requires early diagnosis. Using machine learning algorithms to evaluate ...

A domain knowledge-based interpretable deep learning system for ...

Breast cancer is one of the most common cancers, and finding it early can greatly improve patients' chances of survival and recovery. We create ...

Early detection and diagnosis of cancer with interpretable machine ...

Epigenetic changes such as DNA methylation are some of the early events underlying carcinogenesis. Here, we report on an interpretable machine learning model ...

Interpretability methods of machine learning algorithms with ...

Abstract: Early detection of breast cancer is a powerful tool towards decreasing its socioeconomic burden. Although, artificial intelligence (AI) methods ...

Emerging research trends in artificial intelligence for cancer ...

Ultimately, leveraging deep learning in cancer diagnosis could facilitate earlier detection, enhance prognostic accuracy, and enable ...

Fully Interpretable Deep Learning Model Using IR Thermal Images ...

Breast cancer remains a global health problem requiring effective diagnostic methods for early detection, in order to achieve the World Health ...

Artificial intelligence and machine learning algorithms for early ...

The primary outcome was diagnostic accuracy of the algorithms for skin cancers. The secondary outcomes included an overview of AI/ML methods, evaluation ...

Explainable artificial intelligence in breast cancer detection and risk ...

With the growing interest in artificial intelligence (AI), computer-aided diagnosis (CAD) based on AI has become a valuable tool for the ...

Interpretability methods of machine learning algorithms with ...

Early detection of breast cancer is a powerful tool towards decreasing its socioeconomic burden. Although, artificial intelligence (AI) methods have shown ...