Summer School 2023 - Replay
Introduction
Presentation
You will find in this module most of the lectures given during the 2023 Summer School.
Enjoy !
22 lessons
21 speakers
13:01 hours
523 followers
Objectives
To provide access to anyone interested in Surgical Data Science to the lectures given during the Summer School held at IHU Strasbourg .
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Day 1
Evolution of Endoscopic Video Analysis
In this lecture, Prof. Nicolas Padoy will discuss Evolution of Endoscopic Video Analysis.
The Operating Room
In this lecture, Prof. Barbara Seeliger will provide all necessary information on The Operating Room.
Human Anatomy through the Scope
In this lecture, Dr Juan Verde will present the Human Anatomy through the Scope.
Introduction to Deep Learning Concepts
In this video, Dr Jean-Paul Mazellier will introduce the Deep Learning Concepts.
Surgical Workflow Recognition
In this video, Dr Tobias Czempiel will present Surgical Workflow Recognition.
Sensing and Modeling Team Dynamics in the Operating Room (OR)
In this lecture, Prof. Roger Daglius Dias will present Sensing and Modeling Team Dynamics in the Operating Room (OR).
Day 2
Understand Surgical Decision-Making and Operative Performance
In this lecture, Prof. Amin Madani will talk about Understanding Surgical Decision-Making and Operative Performance.
Image-guided Surgery, Image-based Problems (Needs Assessments in Surgical Data Science)
In this lecture, Dr Dan Hashimoto will discuss Image-guided Surgery, Image-based Problems (Needs Assessments in Surgical Data Science).
Promoting Surgical Safety: a Longitudinal Intervention
In this lecture, Prof. Nader Francis will talk about Promoting Surgical Safety: a Longitudinal Intervention.
Day 3
A Surgical Data Science Journey for Safe Cholecystectomy
In this lecture, Dr Pietro Mascagni will lead through A Surgical Data Science Journey for Safe Cholecystectomy.
SDS How to Start
In this video, Dr Joël Lavanchy will present SDS How to Start.
Surgical Data Science Tips & Tricks
In this video, Prof. Martin Wagner will provide Surgical Data Science Tips & Tricks.
AI for Surgical Safety
In this lecture, Dr Adit Murali will discuss AI for Surgical Safety.
Multi-modality Learning for Medical Imaging
In this lecture, Dr Matthias Keicher will talk about Multi-modality Learning for Medical Imaging.
Intraoperative Imaging for Surgical Data Science
In this video, Prof. Daniel Elson will present Intraoperative Imaging for Surgical Data Science.
Day 4
3D Scene Reconstruction in Endoscopy
In this lecture, Prof. Dan Stoyanov will present 3D Scene Reconstruction in Endoscopy.
Neural Rendering using Generative Adversarial Networks
In this lecture, Dr Sebastien Bodenstedt will talk about Neural Rendering using Generative Adversarial Networks.
Human Pose Estimation in the OR
In this video, Dr Vinkle Srivastav will present Human Pose Estimation in the OR.
Designing a Good Clinical Trial
In this lecture, Dr Swaroop Vedula will talk about Designing a Good Clinical Trial.
Artificial Intelligence (AI) & Human Factors
In this lecture, Prof. Roger Daglius Dias will discuss Artificial Intelligence (AI) & Human Factors.
Trialing AI in Clinical Practice - Lessons Learned
In this video, Dr Giulio Antonelli will present Trialing AI in Clinical Practice.
Day 5
Translation for Surgical Data Science
In this presentation, Prof. Tom Vercauteren will talk about Translation for Surgical Data Science.