Surgical Data Science

Surg-STAMPS: Synchronized Temporal Analytics of Motion, Physiology, and Speech in Surgery
A wearable multimodal platform that records motion, physiology, and speech from the whole surgical team, validated across 15 real procedures with 30 participants.
Arnaud Allemang--Trivalle, Clément Cormi, Nesrine Mekhenane, Éric Vibert, Mathieu Chollet, Katherine J. Kuchenbecker, Caroline G. L. Cao
Implementation of audiovisual recording in the operating room: A nationwide survey of stakeholder perspectives in France
The first nationwide French survey (831 respondents) on how anesthesia staff, surgical staff, and patients view operating-room black-box recording.
Côme Slosse, Arnaud Allemang--Trivalle, Nicolas El Haïk-Wagner, Amandine Luc, Elodie Jeanbert, Éric Vibert, Hervé Bouaziz
The contribution of surgical data science to identifying intraoperative human errors and adverse events in elective liver surgery: A preliminary study
Intraoperative recordings from 15 open liver resections were reviewed to classify human errors and adverse events, linking failures of recognition to major adverse events.
Nesrine Mekhenane, Clément Cormi, Arnaud Allemang--Trivalle, Belkacem Acidi, Daniel Cherqui, Éric Vibert, Marc-Antoine Allard
New Approach to Read Surgical Intervention to Attend Six Sigma Level Safety
Congress abstract proposing a structured way to read recorded surgical interventions in pursuit of Six Sigma level safety.
Nesrine Mekhenane, Clément Cormi, Arnaud Allemang--Trivalle, Daniel Cherqui, Daniel Azoulay, Éric Vibert, Marc-Antoine Allard
Étudier les pratiques chirurgicales par des capteurs. Le regard d'un ingénieur sur les défis de la captation des données au bloc opératoire
A French-language book chapter (English title: "Studying Surgical Practices Using Sensors: An Engineer's Perspective on the Challenges of Data Collection in the Operating Room") on what it actually takes to instrument an operating room.
Arnaud Allemang--Trivalle
Identification des erreurs et évènements indésirables peropératoires avec un système « boîte noire » au cours d'hépatectomies électives
French-language poster on identifying intraoperative errors and adverse events with an operating-room black-box system during elective hepatectomies.
Nesrine Mekhenane, Clément Cormi, Arnaud Allemang--Trivalle, Daniel Azoulay, René Adam, Daniel Cherqui, Éric Vibert, Marc-Antoine Allard
Monitoring the Surgical Team: Approaches and Challenges
Poster on monitoring surgical teams with wearable and ambient sensors, and the practical obstacles to doing it inside a working operating room.
Arnaud Allemang--Trivalle, Mathieu Chollet, Caroline G. L. Cao, Katherine J. Kuchenbecker