Emmanuelle Muhlethaler

Title: Emmanuelle Muhlethaler and Machine-Learning-Based Medical Video Search

Introduction

Emmanuelle Muhlethaler is an inventor associated with Tel Aviv, Israel, and Intuitive Surgical Operations, Inc. Her patent work addresses the use of machine learning to search for videos of medical procedures. The available information identifies 1 patent associated with her.

Latest Patents

“Medical Procedure Video Searching Using Machine Learning” describes a computing system that receives a search request containing an image of a medical procedure and an indication of the procedure type. Using a model established for that type, the system generates a search query based at least on the image, identifies relevant videos from a collection, and displays them through a graphical user interface.

Career Highlights

Muhlethaler’s listed patent focuses on applying machine learning to make medical procedure videos searchable using visual input and procedure-specific models. This approach connects image-based search with the organization and presentation of relevant procedural video content.

Collaborations

The provided information lists Moshe Bouhnik and Daniel Dobkin as Muhlethaler’s coworkers. It does not specify their roles in the patent or describe particular collaborative contributions.

Conclusion

Emmanuelle Muhlethaler’s identified invention applies machine learning to help users find medical procedure videos from an image and procedure type, reflecting a focused contribution to medical video search technology.