One of the major health concerns for human society is skin cancer. When the pigments
producing skin color turn carcinogenic, this disease gets contracted. A skin cancer diagnosis …

Abstract Machine learning is quickly becoming an important tool for diagnosis and prognosis
of various medical conditions. Complex input output mappings are dealt in deep learning …

Annotation tools are an essential component in the creation of datasets for machine learning
purposes. Annotation tools have evolved greatly since the turn of the century, and now …

Throughout this chapter the objective is to bring deep learning techniques and algorithms,
specifically CNN, which bring about ease for a researcher with respect to time and …

Manual methods for the task of brain tumor identification and analysis require a high amount
of domain knowledge, are expensive, time consuming, and at times, inaccurate. Artificial …

Diabetic Retinopathy (DR) is an eye disease and is caused by changes in retinal blood
vessels. It is common in diabetes patients. Severity level of DR classified based on changes …

DNA sequencing deals with figuring out the order of arrangement of the bases in the DNA.
These bases are the building blocks of DNA molecules and their arrangement mostly …

Lung abnormality is a prevalent condition that affects people of all ages, and it can be
caused by a variety of factors. The lung illness caused by SARS-CoV-2 has recently spread …

Hyper spectral image (HI) classification models have been contributing in a wide spectrum
of real-world applications ranging from human-need based applications to global safety …

Confidence means trust and a strong belief in something or someone. During an interview,
demonstrating self-confidence, ie, showing trust and faith in your own abilities can be the …