Ju-Dol
Our agent silently follows tumor board meetings, listens to the conversion while delving into the patients file.
Core trick
Agent listens to tumor board discussion while reading the patient file, then runs parallel specialist agents to surface unaddressed gaps.
Description
Our agent silently follows tumor board meetings, listens to the conversion while delving into the patients file. It runs a parallel multi agent board meeting and fills in the gap - what wasn't brought up during by the board, what new trials could the patient fit in, what (god forbid) mistakes were overlooked. It optimizes the next line of treatment for our patients and saves times for the physicians.
unfortunately couldn't come up with a working demo video in time - filler video for now
README excerpt
# Tumor Board — Multi-Specialist Gap-Detection Assistant An agentic assistant for oncology tumor boards. It reads a patient's chart and the board's discussion, convenes a panel of specialist agents, and surfaces the gaps the room *didn't* address — a missed fertility referral, an unconfirmed operability check, a drug interaction, a stale goals-of-care conversation — each linked back to its evidence in the chart or transcript. It never makes the clinical call. It surfaces what's missing, grades how strong the evidence is, and says how confident it is that the evidence fits *this* patient. ## Disclaimer This is a research prototype, **not a medical device**. It does not provide medical advice and is not a substitute for clinical judgment — every finding needs review by a qualified clinician before it informs care. It has not been validated, cleared, or approved by any regulatory body (e.g. FDA). **Do not enter real patient data or PHI** — the bundled cases are synthetic, and there is no HIPAA-compliant infrastructure behind this project. ## Branches - [`main`](https://github.com/kiandolatabadi/tumor_board/tree/main) — the current version: LLM-driven specialists reasoning over free-form markdown charts (this README describes it). - [`classic-board`](https://github.com/kiandolatabadi/tumor_board/tree/classic-board) — the original deterministic version, kept as a parallel reference: hard-coded FHIR ingestion plus rule-based guideline/trial matchers, no LLM in the ana