Discuss surgical knowledge
Bring operative questions, workflow decisions, and practical edge cases into a moderated space built for clinical reasoning.
Community - early clinical network
A surgical knowledge community built around real operative questions.
Operative Signal is opening an early community for surgeons and surgical teams who want a serious place to learn, discuss, and eventually contribute de-identified operative knowledge at scale.
Why join
The first version is not a public forum. It is a carefully built clinical network.
The goal is to make surgical knowledge easier to access and discuss without losing the nuance that matters in the operating room. Early members help decide which topics, procedures, video tasks, and safeguards should come first.
Prepare for video review
Help shape safe pathways for de-identified clip discussion, annotation needs, and educational video tasks before uploads open broadly.
Access structured learning
Follow Surgical AI lessons, evidence summaries, and plain-language explainers designed around real operative practice.
Find aligned collaborators
Connect with surgeons, fellows, educators, researchers, and engineers around specific clinical questions and contribution needs.
What the community will enable
From discussion to contribution, with the right safeguards first.
01
Ask and discuss operative questions that are too specific for generic AI or generic medical forums.
02
Follow curated learning tracks on surgical video AI, datasets, model evaluation, and clinical adoption.
03
Join procedure-focused calls when enough surgeons share the same learning or research question.
04
Shape de-identified video and annotation workflows before broad uploads are opened.
05
Help build a durable knowledge layer where surgical expertise can be searched, taught, and responsibly reused.
Roadmap
What happens after you sign up.
Now
Early access list
Surgeons register interests, specialties, procedures, and contribution goals. The team reviews signups and invites focused conversations.
Next
Moderated knowledge spaces
Small discussion groups open around procedures, safety concepts, video tasks, datasets, model evaluation, and education.
Later
Contribution workflows
De-identified uploads, annotation projects, and structured case-knowledge discussions are introduced only with clear consent and governance.
Safety and trust are part of the product.
No patient-identifiable data should be submitted through the current form.
Future upload pathways will require de-identification, consent review, and clear contribution terms.
Clinical discussion is educational and collaborative; it is not medical advice or patient-specific consultation.
Community access will be moderated so discussion stays useful, respectful, and specific.
Request early community access
Tell us your specialty, what you want to learn or discuss, and whether you may want to contribute teaching, annotation, research context, or de-identified operative material later. This helps us open the right rooms first.