Pathways to breast cancer screening artificial intelligence algorithm validation

Artificial Intelligence Approach to Breast Cancer Classification

Breast Cancer and Screening

سرطان پستان یکی از شایع ترین بیماریهای بدخیم و اولین علت مرگ و میر زنان بوده و تقریبا یک سوم تمام سرطانهای زنان را تشکیل می دهد.

Breast cancer classification applying artificial metaplasticity algorithm

A novel improvement in neural network training for pattern classification is presented in this paper. The proposed training algorithm is inspired by the biological metaplasticity property of neurons and Shannon’s information theory. This algorithm is applicable to artificial neural networks (ANNs) in general, although here it is applied to a multilayer perceptron (MLP). During the training phas...

Verification and Validation and Artificial Intelligence

Artificial Intelligence (AI) is useful. AI can deliver more functionality for reduced cost. AI should be used more widely but won’t be unless developers can trust adaptive, nondeterministic, or complex AI systems. Verification and validation is one method used by software analysts to gain that trust. AI systems have features that make them hard to check using conventional V&Vmethods. Neverthele...

Pathways to Breast Cancer Recurrence

Breast cancer remains a deadly disease, even with all the recent technological advancements. Early intervention has made an impact, but an overwhelmingly large number of breast cancer patients still live under the fear of "recurrent" disease. Breast cancer recurrence is clinically a huge problem and one that is largely not well understood. Over the years, a number of factors have been studied w...