Trust in AI predictions is bolstered when visual explanations, like heat maps, are provided to medical professionals. The future of cardiovascular research hinges on gathering more data to validate initial findings, while the landscape for medical imaging appears promising with existing methodologies. However, challenges remain in other domains, such as genomics and medical records, where further fundamental research is necessary.