Sensor-Analytics for Clinical Performance Lab

Faculty

Dr. Shlomi Laufer

Head of SCALPEL

Phone: 04 829 4506
Office: Bloomfield 515

Dr. Shlomi Laufer joined the Faculty of Industrial Engineering and Management at the Technion as a senior lecturer in 2018. He received his Ph.D. in Bio-Engineering from the Hebrew University in 2012. Before pursuing his Ph.D., he worked for two years as an algorithm engineer in Mobileye. Following his Ph.D., he completed a post-doc as a research scientist at the University of Wisconsin with a joint appointment in the Department of Surgery and in the Department of Electrical Engineering.

Shlomi’s research focuses on the use of advanced sensor- and video-technologies, as well as data-analysis techniques to measure human performance and work study. A special emphasis is given to automatic assessment and measurement of clinical and surgical proficiency.

DBLP | Google Scholar | LinkedIn | Research Gate

Ph.D.

Shahaf Aricha

"Unsupervised Object Discovery"

M.Sc Thesis

Sapir Gershov

"Multi-modal Human Activity Recognition in the Medical Domain"

Fadi Mahameed, M.D.

"Utilization of Artificial intelligence for mapping anesthesiologists behavior in the operating room"

M.Sc.

Amit Nissan

"Using Deep Learning for Real-Time Analysis of Anesthetics’ Injection Events During Surgery"

Lama Wattad

Gabriel Gozal

"Point of Gaze Estimation on Monitors in Operating Room using Computer Vision"

Or Rubin

"AIMing for the Star: Utilizing action recognition models and STC based loss for action segmentation in a weakly supervised setup"

Ido Zuckerman

Robert Spektor

"6-DoF Pose Estimation in Surgery"

Daniel Yehezkel

"Utilization of Deep Learning for Identification and Verification of Medications in the Operating Room"

Roi Papo

"Deep Learning Insights, Advancing Computer Vision Analysis for the Medical Domain"

Ori Meiraz

Dolev Chen

"6D Pose Estimation in Laparoscopic Suturing"

Collaborators

Professor Gil Bolotin

Director, Department of Cardiac Surgery

Professor Carla M. Pugh, M.D., Ph.D

Stanford medicine professor of Surgery

Dr. Gideon Sroka

General Surgery, Bnai-Zion Medical Center, Haifa Israel

Professor Paul D. DiMusto, MD

Dr. Aeyal Raz, M.D., Ph.D

Director, Department of Anesthesiology; Head, Neural Basis of Anesthesia Laboratory; Principal Investigator, Raz Lab, CRIR

Former

Or Berman

MS.c. 2023, "Next Frame Prediction and Self-Supervised Learning for Action Recognition in Surgical Activities"

Dr. Adam Goldbraikh

Ph.D. 2023, "Deep neural network algorithms for open surgery", Now at:Elbit Systems

Eddie Bkheet

MS.c. 2023, "Surgical activity recognition using hand pose estimation in RGB video"

Liran Halperin

MS.c. 2023, "Performance evaluation of the intracorporeal suture exercise"

Aviad Lazar

MS.c. 2023, "Automatic evaluation of laparoscopic skills in the peg transfer task"

Yohai Weisman

MS.c. 2022, "Frailty State Estimation for Adaptive Autonomous Homes"

Kristina Basiev

MS.c. 2022, "Open Surgery Tool Classification and Hand Utilization Using a Multi-Camera System", Now at:Lightricks