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7 AI-enabled Tools for Better Surgical Video

Surgeons performing an operation under bright surgical lights, representing the capture and production of high-quality surgical video for medical education.

AI Surgical Video Editing

What are the best surgical video editing AI tools? Creating high-quality surgical videos is essential for medical education, patient communication, and professional development, and artificial intelligence is making the editing process faster and more accessible than ever. Top AI-enabled video editing software, such as Adobe Premiere Pro, RunwayML, and Descript, offer advanced features like automated text-based editing, one-click background removal, and AI-driven audio enhancement. Additionally, machine learning upscaling tools like Topaz Video AI and AVCLabs can transform lower-resolution operating room footage into crisp 4K video. Whether you are a surgeon, educator, or medical professional looking to share clinical expertise, leveraging these 7 AI-powered design and video editing platforms will significantly upgrade your surgical video production without requiring extensive technical experience.

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AI-enabled Video Editors

1. RunwayML – surgical video editing with machine learning, without any coding

Runway is a comprehensive video editing software that can streamline the entire video editing process right from the user’s browser. Runway’s wide variety of tools include masking, color correction, composting, generation and VFX. Easily remove video background or use Inpainting to automatically remove objects from your video. Real-time previews and fast rendering in various formats (including PNG, ProRes) at 4K resolution makes complete video editing easier and faster.

Top Video Editing Features:

  • Video stabilization
  • Easily remove video background
  • Upscale photos to 4K
  • AI-Inpainting removes objects from videos
  • Blur Faces/Identifying Information with 1-click

2. Descript – Text-based video editing, podcast recording/production

Fix mistakes and edit video by typing what you wish you had said. Upload media or record directly in Descript to instantly transcribe, then tweak the text to directly edit your video clips. Fast transcriptions automatic speaker detection. Edit out filler words and silence gaps with a single click.

Top Video Editing Features:

  • Text-based editing speeds video editing process
  • Automatic speaker detection
  • Create AI-clone of your voice of overdubbing
  • Remove “filler” words with 1-click
  • Automatic audio gap removal

3. Adobe Premiere Pro – Comprehensive video editing software

Adobe Premiere is my top voice for video editor. although it contains far more editing tools and ability than most of us will even learn or need. Adobe is a full suite of editing tools and is capable of delivering professional-level video editing. Adobe has recently expanded the AI-enabled features available within Premiere Pro. If Premiere seems too intimidating initially, check-out Adobe Express – for high-powered mobile editing.

Top Video Editing Features:

  • Text-based video editing
  • AI-based color matching (match color from 2-separate video clips)
  • 1-click green screen removal/editing
  • Dynamic captions
  • AI audio remix (see Adobe Podcast)
  • 4K/3D/VR editing capabilities

4. AVCLabs Video Upscaling Software

AI video enhancer provides a general model for improving video enhancement for most older or lower-quality videos. Its denoise solution can remove the noise and artifact of videos and make them clear and brand new. Easily convert 1080p or lower quality video footage to 4K+ resolution.

Top Features:

  • AI auto enhancement
  • Supports 30+ video formats
  • Batch processing
  • Colorize black/white video

5. Topaz Video AI Upscaling Software

Topaz Video AI uses machine learning to ensure that the video quality of the original footage isn’t only retained but actually improved by adding crisp and natural video details. Closely comparable to AVCLabs product listed above. I have used both upscaling softwares with excellent results. Neither seems to have a strong advantage over the other, and I don’t see any use case for both – choose one.

6. Canva Design/Creative Platform

Canva is a complete design tool for anyone who isn’t an experienced designer. Most people see it as an image design tool, but it has video applications as well. From resizing to adding graphics, texts and incorporating templates, Canva offers a suite of tools that can assist with creative video editing and sharing. New AI tools within canva allow background removal, color grading of photo/video and AI-assisted writing tasks.

Top Design/Creative Features:

  • 420,000+ Templates
  • 75+ Million Stock Videos/Photos
  • AI-Writing Assist
  • Automatic Video Resizing

7. Adobe Express

Adobe Express is a capable and welcoming template-based tool for creating attractive online video, photo and graphic content quickly. Faster to learn and use and much less intimidating than Adobe Premiere Pro, Express includes templates, stock images/video, and useful image/video editing features. Express is Adobe’s answer to Canva (design platform mentioned above).

Top Design/Creative Features:

  • Basic Video Editing Capabilities
  • Video Resizing
  • Templates
  • Stock Photo/Video Access
  • Brand Kit
  • Mobile/Desktop

*BONUS: Envato Elements

Technically NOT an AI-enabled product but Envato can definitely help upgrade your video production. Envato is an unlimited subscription service for digital assets, that can be leveraged to improve video editing/production. From video templates, stock HD video and photo, and music license, Envato is an excellent asset resource.

  • Video Templates
  • Custom Fonts
  • 4K Stock Video/Photo
  • 3D Assets
  • Sound Effects
  • Web/CMS Templates

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FREQUENTLY ASKED QUESTIONS

Common Questions From Readers

How can AI software improve the quality of my surgical videos?
AI video enhancement tools, such as Topaz Video AI and AVCLabs, use advanced machine learning algorithms to upscale lower-resolution operating room footage up to 4K resolution. These programs automatically reduce noise, remove visual artifacts, and restore crisp details, making older or lower-quality surgical videos look clear and brand new.
Text-based video editing, available in platforms like Descript and Adobe Premiere Pro, allows you to edit your video clips by modifying an automatically generated text transcript. You can delete filler words, remove silence gaps, and fix audio mistakes simply by typing or deleting text, which dramatically speeds up the video editing process for medical professionals.
Yes. Advanced AI-enabled video editors like RunwayML feature intuitive masking, tracking, and inpainting tools that allow you to blur faces or remove identifying background objects with a single click. This technology makes it much easier to maintain patient privacy and ensure compliance when sharing surgical footage online.
No, you do not need to be a professional designer or coder. Platforms like Canva, Adobe Express, and RunwayML are specifically designed to be user-friendly. They offer intuitive browser-based interfaces, pre-made templates, and automated AI functions—like automatic video resizing and one-click green screen removal—making high-quality video production accessible to anyone.
For audio-heavy projects like medical podcasts or surgical voice-overs, Descript is a highly recommended tool. It features fast automatic transcriptions, automatic speaker detection, and the ability to seamlessly remove “filler” words. It even offers advanced features like creating an AI-clone of your voice for quick and easy overdubbing when you need to correct a mistake in your audio track.
Dr. Cory Calendine, MD, board-certified orthopedic surgeon specializing in hip and knee replacement at the Bone and Joint Institute of Tennessee in Franklin, TN, shown in a gray suit with glasses and a blue tie during a professional portrait session.

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About Cory Calendine, MD

Dr. Cory Calendine is a board-certified, fellowship-trained orthopedic surgeon specializing in hip and knee replacement at the Bone and Joint Institute of Tennessee in Franklin, TN. He performs more than 700 hip and knee replacement procedures annually and serves as a consultant to Stryker for the Mako® robotic platform.

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