String matching algorithms are vital in cancer research for comparing genetic sequences. These algorithms help in identifying mutations, deletions, and insertions in the DNA sequences that could be responsible for cancer. Tools like BLAST and FASTA employ string matching techniques to align sequences and identify similarities or differences.