Instrument Interactions as Source of Information in Robot-Assisted Surgery by Sühn Thomas, Spiller Moritz, Esmaeili Nazila, Costa Maximilian, Lohmann Christoph, Friebe Michael, Illanes Alfredo, Boese Axel

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Variational Autoencoder feature clustering for tissue classification in robotic palpation by Urrutia Robin, Espejo Diego, Sühn Thomas, Guerra Montserrat, Fuentealba Patricio, Poblete Victor, Boese Axel, Illanes Alfredo

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Deep learning for semantic segmentation of organs and tissues in laparoscopic surgery by Scheikl Paul Maria, Laschewski Stefan, Kisilenko Anna, Davitashvili Tornike, Müller Benjamin, Capek Manuela, Müller-Stich Beat P., Wagner Martin, Mathis-Ullrich Franziska

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Surgical Phase Duration in Robot-Assisted Partial Nephrectomy: A Surgical Data Science Exploration for Clinical Relevance by Pieter De Backer, Maria Peraire Lores, Meret Demuynck, Federico Piramide, Jente Simoens, Tim Oosterlinck, Wouter Bogaert, Chi Victor Shan, Karel Van Regemorter, Aube Wastyn, Enrico Checcucci, Charlotte Debbaut, Charles Van Praet, Rui Farinha, Ruben De Groote, Anthony Gallagher, Karel Decaestecker, Alexandre Mottrie

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An Open-Source, Interoperable Architecture for Generating Real-Time Surgical Team Cognitive Alerts from Heart-Rate Variability Monitoring by David Arney, Yi Zhang, Lauren R. Kennedy-Metz, Roger D. Dias, Julian M. Goldman, Marco A. Zenati

Subjects: “…surgical data science…”
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Surgical Phase Recognition: From Public Datasets to Real-World Data by Kadir Kirtac, Nizamettin Aydin, Joël L. Lavanchy, Guido Beldi, Marco Smit, Michael S. Woods, Florian Aspart

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The Impact of Machine Learning on 2D/3D Registration for Image-Guided Interventions: A Systematic Review and Perspective by Mathias Unberath, Cong Gao, Yicheng Hu, Max Judish, Russell H Taylor, Mehran Armand, Robert Grupp

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Medical Augmented Reality: Definition, Principle Components, Domain Modeling, and Design-Development-Validation Process by Nassir Navab, Alejandro Martin-Gomez, Matthias Seibold, Michael Sommersperger, Tianyu Song, Alexander Winkler, Kevin Yu, Ulrich Eck

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Vibro-Acoustic Sensing of Instrument Interactions as a Potential Source of Texture-Related Information in Robotic Palpation by Thomas Sühn, Nazila Esmaeili, Sandeep Y. Mattepu, Moritz Spiller, Axel Boese, Robin Urrutia, Victor Poblete, Christian Hansen, Christoph H. Lohmann, Alfredo Illanes, Michael Friebe

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Clustering Methods for Vibro-Acoustic Sensing Features as a Potential Approach to Tissue Characterisation in Robot-Assisted Interventions by Robin Urrutia, Diego Espejo, Natalia Evens, Montserrat Guerra, Thomas Sühn, Axel Boese, Christian Hansen, Patricio Fuentealba, Alfredo Illanes, Victor Poblete

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Novel workflow analysis of robot-assisted hysterectomy through objective performance indicators: a pilot study by Felix Neis, Sara Yvonne Brucker, Armin Bauer, Mallory Shields, Lilia Purvis, Xi Liu, Marzieh Ershad, Christina Barbara Walter, Tjeerd Dijkstra, Christl Reisenauer, Bernhard Kraemer

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Surgical data science: the new knowledge domain by Vedula S. Swaroop, Hager Gregory D.

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