Does portableapps platform protect from infections?

Hello to all of you. Let me be clear about my question. If I use the platform on my usb key will my computer be protected from viruses that I may catch while surfing? In other words, if I disconnect my key that has been infected will my computer be clean? I am concerned about ransomware especially. Thanks.