Bridging the gap: enabling PyTorch3D and advanced dental imaging tools on Windows through WSL2

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This paper addresses a critical challenge in dental imaging: the incompatibility of advanced AI-driven tools, particularly PyTorch3D, with Windows operating systems commonly used in clinical settings. We present a novel solution utilizing Windows Subsystem for Linux 2 (WSL2) to enable seamless integration of Linux-based imaging libraries with Windows environments. Our approach includes an automated installer and a custom 3D Slicer extension, SlicerConda, designed to simplify the setup process for clinicians with varying technical expertise. We discuss the rationale for choosing WSL2, the implementation strategy, and the solution’s impact, evidenced by high adoption rates of our tools. This work not only solves a technical compatibility issue but also enhances the accessibility of cutting-edge dental imaging tools, potentially improving diagnostic accuracy and treatment planning in dental practices. While acknowledging limitations, we argue that the benefits significantly outweigh the drawbacks, contributing to the digital transformation of dentistry.

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