Replay from past Summer Schools
Introduction
Presentation
You will find in this module most of the lectures given during the 2023, 2024 and 2025 editions of the Surgical Data Science Summer School.
Enjoy !
49
lessons
45
speakers
07:14
hours
2
followers
Objectives
Provide Summer School attendees - onsite or online - a chance to view or replay recorded presentations.
Computer Science
Evolution of Endoscopic Video Analysis
In this lecture, Prof. Nicolas Padoy will discuss AI for Surgical Video Analysis.
🎥 2025 Summer School
50 min
Nicolas Padoy
Introduction to Deep Learning Concepts
In this video, Dr. Jean-Paul Mazellier will introduce the Deep Learning Concepts.
🎥 2023 Summer School
39 min
Jean Paul Mazellier
Understanding the fundamentals of deep learning
In this video, Britty Baby will provide elements to understand the fundamentals of deep learning.
🎥 2025 Summer School
42 min
Britty Baby
Surgical Workflow Recognition
In this video, Julia Alekseenko will present Surgical Workflow Recognition.
🎥 2025 Summer School
26 min
Julia Alekseenko
Context awareness and embodied intelligence for surgical robot learning
In this lecture, Prof. Qi Dou will talk about Context awareness and embodied intelligence for surgical robot learning.
🎥 2024 Summer School
47 min
Qi Dou
AI for Surgical Safety
In this video, Dr. Adit Murali will discuss AI for Surgical Safety.
🎥 2024 Summer School
37 min
Adit Murali
Surgical foundation models
In this lecture, Prof. Hongliang Ren will discuss Surgical foundation models
🎥 2025 Summer School
45 min
Hongliang Ren
Fine-grained surgical action recognition
In this video, Dr. Chinedu Nwoye will discuss Fine-grained surgical action recognition.
🎥 2025 Summer School
30 min
Saurav Sharma
Unlocking the Potential of Collective Intelligence in Healthcare
In this video, Prof. Shadi Albarqouni will present Unlocking the Potential of Collective Intelligence in Healthcare.
🎥 2024 Summer School
34 min
Shadi Albarqouni
Multi-modality Learning for Surgical Computer Vision
In this lecture, Kun Yuan will talk about Multi-modality Learning for Surgical Computer Vision.
🎥 2024 Summer School
27 min
Kun Yuan
Multimodal large language model for surgical AI
In this lecture, Dr. Mobarakol Islam will discuss Multimodal large language model for surgical AI
🎥 2025 Summer School
31 min
Mobarakol Islam
Intraoperative Imaging for Surgical Data Science
In this video, Prof. Daniel Elson will present Intraoperative Imaging for Surgical Data Science.
🎥 2023 Summer School
55 min
Daniel Elson
3D Scene Reconstruction in Endoscopy
In this video, Prof. Dan Stoyanov will present 3D Scene Reconstruction in Endoscopy.
🎥 2023 Summer School
43 min
Dan Stoyanov
Neural Rendering using Generative Adversarial Networks
In this video, Dr. Sebastien Bodenstedt will talk about Neural Rendering using Generative Adversarial Networks.
🎥 2023 Summer School
35 min
Sebastien Bodenstedt
Human Pose Estimation in the OR
In this video, Dr. Vinkle Srivastav will present Human Pose Estimation in the OR.
🎥 2024 Summer School
32 min
Vinkle Srivastav
Large Language Models for Medical Data
In this video, Prof. Richard Dufour will lead through Large Language Models for Medical Data.
🎥 2024 Summer School
56 min
Richard Dufour
Multi-sensory approaches for workflow analysis
In this video, Lars Wagner will present Multi-sensory approaches for workflow analysis.
🎥 2024 Summer School
25 min
Lars Wagner
Translation for Surgical Data Science
In this presentation, Prof. Tom Vercauteren will talk about Translation for Surgical Data Science.
🎥 2023 Summer School
37 min
Tom Vercauteren
Research and Industrialisation of Augmented Reality Systems for Soft Organs in Abdominal MIS
In this lecture, Prof. Andrea Bartoli will discuss Research and Industrialisation of Augmented Reality Systems for Soft Organs in Abdominal MIS.
🎥 2024 Summer School
47 min
Andrea Bartoli
Designing deep learning methods for safe laparoscopic cholecystectomy
47 min
Adit Murali
Surgical data science for surgical skills
In this lecture, Prof. Pierre Jannin will present Surgical data science for surgical skills
🎥 2025 Summer School
50 min
Pierre Jannin
Holistic OR modeling
In this video, Prof. Nassir Navab will discuss Holistic OR modeling.
🎥 2025 Summer School
58 min
Nassir Navab
Studying team communications in the OR
In this lecture, Keqi Chen will discuss Studying team communications in the OR
🎥 2025 Summer School
32 min
Generative modeling for SDS
In this lecture, Dr. Anirban Mukhopadhyay will discuss Generative modeling for SDS
🎥 2025 Summer School
45 min
Anirban Mukhopadhyay
Clinical
The Operating Room
In this lecture, Prof. Barbara Seeliger will provide all necessary information on The Operating Room.
🎥 2025 Summer School
40 min
Barbara Seeliger
Human Anatomy through the Scope
In this lecture, Dr. Alain Garcia will present the Human Anatomy through the Scope.
🎥 2025 Summer School
16 min
The role of human factors, teamwork and non technical skills
In this lecture, Dr. Paul Barach will discuss The role of human factors, teamwork and non technical skills
🎥 2025 Summer School
66 min
Paul Barach
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).
🎥 2023 Summer School
46 min
Roger Daglius Dias
Surgical performance: from training to quality improvement
In this lecture, Dr. Adnan Alseidi will lead through Surgical performance: from training to quality improvement.
🎥 2024 Summer School
57 min
Adnan Alseidi
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).
🎥 2024 Summer School
24 min
Daniel A. Hashimoto
Promoting Surgical Safety: a Longitudinal Intervention
In this lecture, Prof. Nader Francis will talk about Promoting Surgical Safety: a Longitudinal Intervention.
🎥 2023 Summer School
43 min
Nader Francis
Understand Surgical Decision-Making and Operative Performance
In this video, Prof. Amin Madani will talk about Understanding Surgical Decision-Making and Operative Performance.
🎥 2024 Summer School
35 min
Amin Madani
Automation of Skills Assessment in Robotic Surgery
In this video, Dr. Andrew Hung will introduce the Automation of Skills Assessment in Robotic Surgery.
🎥 2024 Summer School
32 min
Andrew Hung
Defining and disseminating surgical best practices
In this lecture, Prof. Michel Adamina will discuss Defining and disseminating surgical best practices
🎥 2025 Summer School
53 min
Michel Adamina
The surgeon and the robot
In this lecture, Prof. Deena Harji will discuss The surgeon and the robot
🎥 2025 Summer School
15 min
Deena Harji
Surgeon by design
In this lecture, Prof. Debbie Keller will discuss Surgeon by design
🎥 2025 Summer School
46 min
Debbie Keller
A Surgical Data Science Journey for Safe Cholecystectomy
In this video, Dr. Pietro Mascagni will lead through A Surgical Data Science Journey for Safe Cholecystectomy.
🎥 2025 Summer School
54 min
Pietro Mascagni
SDS How to Start
In this video, Dr. Lorenzo Arboit will guide you on SDS How to Start.
🎥 2025 Summer School
29 min
Lorenzo Arboit
Surgical Data Science Tips & Tricks
In this video, Dr. Joël Lavanchy will provide Surgical Data Science Tips & Tricks.
🎥 2025 Summer School
26 min
Joël Lavanchy
Designing a Good Clinical Trial
In this lecture, Prof. Sheraz Markar will talk about Designing a Good Clinical Trial.
🎥 2024 Summer School
27 min
Sheraz Markar
Artificial Intelligence (AI) & Human Factors
In this video, Prof. Roger Daglius Dias will discuss Artificial Intelligence (AI) & Human Factors.
🎥 2023 Summer School
39 min
Roger Daglius Dias
Trialing AI in Clinical Practice - Lessons Learned
In this video, Dr. Giulio Antonelli will present Trialing AI in Clinical Practice.
🎥 2023 Summer School
31 min
Giulio Antonelli
Connecting Operating Rooms
In this lecture, Dr. Alain Garcia will present Connecting ORs
🎥 2025 Summer School
15 min
Beware of biases
In this lecture, Dr. Maria Vannucci will tell the audience to Beware of biases
🎥 2025 Summer School
15 min
Maria Vannucci
From unmet needs to clinical solutions lessons from radiology
In this lecture, Prof. Evis Sala will discuss From unmet needs to clinical solutions lessons from radiology
🎥 2025 Summer School
42 min
Evis Sala
Digital Health Regulatory Landscape
In this video, Dr. Baptiste Vasey will review the Digital Health Regulatory Landscape.
🎥 2024 Summer School
33 min
Baptiste Vasey
Innovating in surgery today
In this video, Prof. Silvana Perretta will discuss Innovating in surgery today.
🎥 2024 Summer School
42 min
Silvana Perretta MD, PhD
Industry
Deploying AI in Endoscopy: - Lessons Learned in the Field
In this video, Prof. Andrea Cherubini will discuss Deploying AI in Endoscopy: - Lessons Learned in the Field.
🎥 2024 Summer School
29 min
Andrea Cherubini
Translation from the lab to the start up
In this lecture, Prof. Brice Gayet will discuss Translation from the lab to the start up
🎥 2025 Summer School
49 min
Brice Gayet