Why is Data Perturbation Important in Cancer Research?
Cancer research often involves the collection and analysis of vast amounts of patient data, including genomic sequences, treatment responses, and clinical outcomes. Protecting this sensitive data is crucial for several reasons:
Patient Privacy: Ensuring that personal health information is not disclosed without consent. Data Integrity: Maintaining the accuracy and reliability of the data even after perturbation. Ethical Standards: Adhering to ethical guidelines and legal requirements for handling patient data.
