Namkee Oh, MD, PhD오남기 · Surgeon-ScientistScholar

Research trajectory · Knowledge Atlas

Surgical Workflow Understanding

A research program for representing an operation as connected phases, tasks, actions, anatomy, and temporal context rather than as isolated video frames.

Public knowledge contract

From clinical ground to explicit ideas.

Each layer declares whether it represents professional scope, published evidence, research synthesis, or an original thesis.

  1. 01GroundClinical scope
  2. 02EvidencePublic sources
  3. 03StructureStable definition
  4. 04BoundClaim limits
  5. 05ConnectPublic relations
Evidence boundaryPrimary-source records only
Publication indexGoogle Scholar Research identityORCID

Surgical Workflow Understanding public knowledge entry

Research synthesis

This entry is classified as research synthesis. Its public sources and exact claim boundary are stated below.

Public definition

Surgical Workflow Understanding

수술 워크플로우 이해

A research program for representing an operation as connected phases, tasks, actions, anatomy, and temporal context rather than as isolated video frames.

Korean summary · 한국어 요약

수술을 개별 영상 프레임이 아니라 단계·과업·행위·해부학·시간 맥락이 연결된 과정으로 표현하는 연구 방향입니다.

Why it matters

Workflow structure provides a bridge between what a model sees and how an operative process can be described, compared, and eventually linked to outcomes.

Claim boundary

This page is a research synthesis grounded in the public trajectory. It is not a claim that complete operative intent or causality can currently be inferred from video.

Public grounding

Sources and context

Each link is public. Its role states whether it verifies scope, supplies published evidence, or provides conceptual context.

  1. 01

    Context · Public archive

    Namkee Oh research archive

  2. 02
  3. 03
  4. 04

Public relationships

Connected ideas

All connections stay inside the twelve-entry public atlas and use the public relation vocabulary.

  1. 01

    To this idea · Motivates

    Minimally Invasive Liver Surgery

    Laparoscopic and robotic approaches to liver surgery that create a digital operative record while changing visualization, access, and technical interaction.

  2. 02

    To this idea · Supports

    Surgical Segmentation

    Computational delineation of liver, vascular, biliary, tumor, or operative structures in preoperative imaging and intraoperative video.

  3. 03

    From this idea · Extends

    Surgical Segmentation

    Computational delineation of liver, vascular, biliary, tumor, or operative structures in preoperative imaging and intraoperative video.

  4. 04

    From this idea · Supports

    Surgical Process Formalization

    A conceptual language for describing surgery through observable state, action, transition, context, and outcome relationships.

  5. 05

    From this idea · Motivates

    Verifiable Surgery

    A working framework in which the operative process is measured, structured, linked to outcomes, and rendered testable rather than presumed.

  6. 06

    To this idea · Extends

    Surgical Process Formalization

    A conceptual language for describing surgery through observable state, action, transition, context, and outcome relationships.

  7. 07

    To this idea · Extends

    Surgical Data Factory

    A research infrastructure concept for capturing synchronized multimodal operative data, structuring it, linking it to outcomes, and preserving an auditable evidence trail.