My lessons

An educational program developed by the Institute of Image-Guided Surgery of Strasbourg, University of Strasbourg.

1.
Computer Science
2.
Clinical
3.
Industry
1.
Computer Science
2.
Clinical
3.
Industry

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

In this lecture, Dr. Adit Murali will present the design of deep learning methods for a safe laparoscopic cholecystectomy 🎥 2025 Summer School
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