Evidence map›Paper›PMID 41403563›Full record

ArticleComputers & graphics2026

Real-Time Haptic-Based Soft Body Suturing in Virtual Open Surgery Simulations.

George Westergaard, Mark Ellis, Jacob Barker, Sofia Garces Palacios, Alexis Desir, Ganesh Sankaranarayanan, Suvranu De, Doga Demirel

Abstract read
In one paragraph

Article in Computers & graphics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

George WestergaardDepartment of Computer Science, Florida Polytechnic University, Lakeland, Florida, USA.
Mark EllisDepartment of Computer Science, Florida Polytechnic University, Lakeland, Florida, USA.
Jacob BarkerSchool of Computer Science, University of Oklahoma, Norman, Oklahoma, USA.
Sofia Garces PalaciosDepartment of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA.ORCID 0000-0002-2607-8354
Alexis DesirDepartment of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Ganesh SankaranarayananDepartment of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA.ORCID 0000-0003-1556-2797
Suvranu DeCollege of Engineering, Florida A&M University - Florida State University, Tallahassee, Florida, USA.ORCID 0000-0001-8489-0001
Doga DemirelSchool of Computer Science, University of Oklahoma, Norman, Oklahoma, USA.ORCID 0000-0002-8270-1163

Funding

Physically Realistic Virtual SurgeryR01EB005807 · NIBIB · RENSSELAER POLYTECHNIC INSTITUTE · PI DE, SUVRANU, JACKSON, CULLEN DAVIS · 2006 to 2024
$7.0M
Development and validation of a Virtual Colorectal Surgical Trainer (VCoST)R01EB025241 · NIBIB · RENSSELAER POLYTECHNIC INSTITUTE · PI DE, SUVRANU · 2018 to 2022
$2.7M
Enhancing robotic head and neck surgical skills using stimulated simulationR01EB032820 · NIBIB · FLORIDA STATE UNIVERSITY · PI Suvranu De, Ernest Dennis Gomez · 2023 to 2026
$1.8M
Development and Validation of a Virtual Bariatric Endoscopic (ViBE) simulatorR01EB033674 · NIBIB · FLORIDA AGRICULTURAL AND MECHANICAL UNIV · PI DE, SUVRANU · 2022 to 2024
$1.6M
NIBIB NIH HHS R01 EB005807NIBIB NIH HHS R01 EB025241NIBIB NIH HHS R01 EB032820NIBIB NIH HHS R01 EB033674
6 · The paper itself

Abstract

In this work, we present a real-time virtual reality-based open surgery simulator that enables realistic soft-tissue suturing with bimanual haptic feedback. Our system uses eXtended Position-Based Dynamics (XPBD) for soft body and suture thread simulation, allowing stable real-time physics for complex interactions like continuous sutures and knot tying. In tests with all four common suturing techniques, purse-string, Connell, stay, and Lembert, the simulator maintained high frame rates (50-80 FPS) with up to 4,155 simulated particles, demonstrating consistent real-time performance. As part of our work, we conducted a user study using our suturing simulator, where 24 surgical trainees and experts used the Virtual Colorectal Surgery Trainer - Rectal Prolapse simulator. The user study showed that 71% of participants (n=17) rated the anatomical realism as moderate to very high. Half (n=12) found the force feedback realistic, and 54% (n=13) participants found the force feedback useful, indicating effective immersion while also highlighting the need for improved haptic fidelity. Overall, the simulation provides a low-cost, high-fidelity training platform for open surgical suturing, addressing a critical gap in current virtual reality educational tools.

Indexed as

Extended Position-Based DynamicsHapticsOpen SurgerySurgical simulatorSuturingVirtual Reality

Identifiers

PMID41403563
PMCPMC12704945

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.