Abstract Machine learning is shaping up our lives in many ways. In analytical sciences,
machine learning provides an unprecedented opportunity to extract information from …

Many problems exist within the myriad of currently employed screening and diagnostic
methods. Further, an incredibly wide variety of procedures are used to identify an even …

The outbreak of life-threatening pandemic like COVID-19 necessitated the development of
novel, rapid and cost-effective techniques that facilitate detection of viruses like SARS-CoV …

Analytical technologies that can improve disease diagnosis are highly sought after. Current
screening/diagnostic tests for several diseases are limited by their moderate diagnostic …

In a pandemic era, rapid infectious disease diagnosis is essential. Surface-enhanced
Raman spectroscopy (SERS) promises sensitive and specific diagnosis including rapid …

Cervical cancer has a long latency, and early screening greatly reduces mortality. In this
study, cervical adenocarcinoma and cervical squamous cell carcinoma tissue data were …

Chronic renal failure (CRF) is a symptom of kidney damage in the terminal stages. If a
patient is not treated, then CRF will progress to uremia, which greatly reduces the lifespan of …

Recently, a number of classification techniques have been introduced. However, processing
large dataset in a reasonable time has become a major challenge. This made classification …

Chronic liver diseases (CLDs) are a major public health problem. Despite the progress
achieved in fighting against viral hepatitis, the emergence of non-alcoholic fatty liver disease …

Detecting cancers through testing biological fluids, namely,“liquid biopsy”, is noninvasive
and shows great promise in cancer diagnosis, surveillance and screening. Many …