AIMC Topic: Machine Learning

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Neuronetwork Approach in the Early Diagnosis of Depression.

Psychiatria Danubina
BACKGROUND: Depression is a common mental illness, with around 280 million people suffering from depression worldwide. At present, the main way to quantify the severity of depression is through psychometric scales, which entail subjectivity on the pa...

Integrating Artificial Intelligence and Machine Learning Into Cancer Clinical Trials.

Seminars in radiation oncology
The practice of oncology requires analyzing and synthesizing abundant data. From the patient's workup to determine eligibility to the therapies received to the post-treatment surveillance, practitioners must constantly juggle, evaluate, and weigh dec...

Peripheral Blood Omics and Other Multiplex-based Systems in Pulmonary and Critical Care Medicine.

American journal of respiratory cell and molecular biology
Over the last years, the use of peripheral blood-derived big datasets in combination with machine learning technology has accelerated the understanding, prediction, and management of pulmonary and critical care conditions. The goal of this article is...

Transitional zone prostate cancer: Performance of texture-based machine learning and image-based deep learning.

Medicine
This study is aimed to explore the performance of texture-based machine learning and image-based deep-learning for enhancing detection of Transitional-zone prostate cancer (TZPCa) in the background of benign prostatic hyperplasia (BPH), using a one-t...