Dear Karim Mahfouz,

You may try optimization algorithms such as particle swarm optimization (PSO) and genetic algorithm (GA). You may use them for enhanced filter, select features or improved parameter setting on learning algorithms.

Dear Karim Mahfouz

Deep learning technique is the most hot topic approach in this field.

See for example:

Article A review on brain tumor diagnosis from MRI images: Practical...

https://www.mathworks.com/discovery/deep-learning.html

Regards

Support Vector Machine and genetic algorithm.

Dear researchers,

You may evaluate the following method

Preprint GENERAL KNOWLEDGE MACHINE PROJECT. INTELLECT MODELING KIT AU...

Best regards,

Konstantin M. Golubev

Parallel and distributed computing is being used by the researchers in DNA sequence alignment which is core to computational biology [or bioinformatics].

Digital Image Processing, Data Science, Computer Vision,

ML: Convolution Neural Networks