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Guy Rosman

Massachusetts Institute of Technology · US
🔎 Find collaborators in Automotive Engineering · Surgery →
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Area of research
Automotive Engineering · Surgery
Research interest
Research interests include Computer science, Artificial intelligence, Medicine, Trajectory, Context (archaeology), and Computer vision.
h-index
citations
2,897
works
20
NIH funding
primary concept
email

Recent publications

SAGES consensus recommendations on surgical video data use, structure, and exploration (for research in artificial intelligence, clinical quality improvement, and surgical education)
Surgical Endoscopy 2023cited by 34position: middledoi
Concept Graph Neural Networks for Surgical Video Understanding
IEEE Transactions on Medical Imaging 2023cited by 26position: lastdoi
TEsoNet: knowledge transfer in surgical phase recognition from laparoscopic sleeve gastrectomy to the laparoscopic part of Ivor–Lewis esophagectomy
Surgical Endoscopy 2023cited by 20position: middledoi
Artificial intelligence prediction of cholecystectomy operative course from automated identification of gallbladder inflammation
Surgical Endoscopy 2022cited by 33position: middledoi
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery
IEEE Robotics and Automation Letters 2022cited by 29position: middledoi
Trajectory Prediction with Linguistic Representations
2022 International Conference on Robotics and Automation (ICRA) 2022cited by 15position: lastdoi
SAGES consensus recommendations on an annotation framework for surgical video
Surgical Endoscopy 2021cited by 105position: middledoi
Challenges in surgical video annotation
Computer Assisted Surgery 2021cited by 58position: middledoi
Vehicle Trajectory Prediction Using Generative Adversarial Network With Temporal Logic Syntax Tree Features
IEEE Robotics and Automation Letters 2021cited by 53position: middledoi
Computer vision in surgery
Surgery 2020cited by 157position: middledoi
Automated operative phase identification in peroral endoscopic myotomy
Surgical Endoscopy 2020cited by 87position: middledoi
DiversityGAN: Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling
IEEE Robotics and Automation Letters 2020cited by 67position: lastdoi
Computer Vision Analysis of Intraoperative Video
Annals of Surgery 2019cited by 290position: middledoi
Uncertainty-Aware Driver Trajectory Prediction at Urban Intersections
2019cited by 79position: lastdoi
Artificial Intelligence in Surgery: Promises and Perils
Annals of Surgery 2018cited by 1,312position: middledoi
Variational Autoencoder for End-to-End Control of Autonomous Driving with Novelty Detection and Training De-biasing
2018cited by 95position: middledoi
Duckietown: An open, inexpensive and flexible platform for autonomy education and research
2017cited by 236position: middledoi
The Manhattan Frame Model—Manhattan World Inference in the Space of Surface Normals
IEEE Transactions on Pattern Analysis and Machine Intelligence 2017cited by 71position: middledoi
Machine learning and coresets for automated real-time video segmentation of laparoscopic and robot-assisted surgery
2017cited by 65position: middledoi
A Mixture of Manhattan Frames: Beyond the Manhattan World
2014cited by 65position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Ozanan R. Meireles · Duke University12 papers (2017–2023)Daniel A. Hashimoto · Southwestern Medical Center10 papers (2017–2023)Daniela Rus · Dominica State College9 papers (2017–2023)Yutong Ban · Massachusetts Institute of Technology8 papers (2020–2023) · 8 papers (2020–2023) · 4 papers (2022–2023)John J. Leonard · Massachusetts Institute of Technology4 papers (2014–2022)Elan R. Witkowski · University of Massachusetts Chan Medical School3 papers (2019–2023) · 3 papers (2019–2022)Nicolas Padoy · Centre National de la Recherche Scientifique3 papers (2020–2023)Xin Huang · Massachusetts Institute of Technology3 papers (2019–2022)Carla M. Pugh · Stanford Medicine2 papers (2021–2023)David W. Rattner · Massachusetts General Hospital2 papers (2019–2020) · 2 papers (2019–2020)Maria S. Altieri · California University of Pennsylvania2 papers (2021–2023)Jonathan DeCastro · University of Rochester2 papers (2020–2021)Keith D. Lillemoe · Harvard University2 papers (2019–2020)Amin Madani · Southwestern Medical Center2 papers (2021–2023)Sertaç Karaman · Massachusetts Institute of Technology2 papers (2018–2021)Oren Freifeld · Massachusetts Institute of Technology2 papers (2014–2017)
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