Case Summary Report

Welcome to the heart of WISE, where our dashboard offers a streamlined and insightful overview of patient questionnaire results. With a quick glance, you can spot trends, identify critical issues, and effectively address patient needs and concerns, ultimately enhancing patient care.

Additionally, our mission extends beyond this dashboard as we aim to discover a groundbreaking method for unsupervised identification of semantically similar clusters within text datasets. Leveraging state-of-the-art sentence transformers, we harness the power of embeddings to represent entire text inputs. Our innovative approach further enhances these embeddings through cutting-edge contrastive learning techniques, benefiting from transfer learning to maintain peak performance.

By applying these advanced methods to dental patient data, we not only offer a powerful analysis tool for patient care but also provide a revolutionary solution for discovering meaningful patterns in text data, ultimately allowing for more informed decision-making and improved outcomes.