Namkee Oh, MD, PhD오남기 · Surgeon-ScientistScholar

Knowledge Atlas · public edition

Clinical questions, evidence, and ideas—connected.

A deliberately small public atlas of Namkee Oh's clinical foundation, published research trajectory, and original working frameworks. It is independently authored for the public web; it is not an export of the private LLM Wiki.

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
Curated public knowledge

Every entry is English-first, carries a Korean summary, names its evidence class, and states what it does not claim.

01 · Publication contract

A public atlas, not the private graph.

Stable pages, public citations, and a small human-readable relation vocabulary make each idea independently understandable to readers, search engines, and answer engines.

Public entries
12
Manually selected and separately written
Editorial layers
3
Clinical · Research · Framework
Public relations
30
Only between entries in this atlas
Relation verbs
4
Supports · Extends · Motivates · Applies to

02 · Public knowledge atlas

From clinical ground to verifiable frameworks.

The three layers are editorial, not a maturity score. Published evidence and original theses remain visibly distinct throughout.

01

Clinical foundation

Where the questions begin

Verified professional scope without volume, outcome, or superiority claims.

  1. 01.01Verified public profileLiver Cancer & Colorectal Liver Metastases간암과 대장암 간전이

    The disease domain in which Namkee Oh's clinical practice and research questions are grounded, including hepatocellular carcinoma and colorectal cancer metastatic to the liver.

    3 public sources · 1 relationOpen entry
  2. 01.02Verified public profileLiver Resection & Transplantation간절제술과 간이식

    The operative foundation of Namkee Oh's practice: liver resection for appropriate tumors and liver transplantation within multidisciplinary care pathways.

    3 public sources · 2 relationsOpen entry
  3. 01.03Verified public profileMinimally Invasive Liver Surgery최소침습 간수술

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

    4 public sources · 3 relationsOpen entry
02

Research trajectory

What the public evidence shows

Published work and clearly labeled synthesis, connected through durable sources.

  1. 02.01Published evidenceSurgical Segmentation수술 해부학 분할

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

    4 public sources · 3 relationsOpen entry
  2. 02.02Published evidenceSurgical Navigation수술 내비게이션

    AI-assisted identification and display of anatomy or dissection planes intended to support intraoperative orientation and decision-making.

    2 public sources · 3 relationsOpen entry
  3. 02.03Research synthesisSurgical Workflow Understanding수술 워크플로우 이해

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

    4 public sources · 3 relationsOpen entry
03

Ideas & frameworks

What is being proposed

Original working theses kept distinct from validated capability and clinical performance.

  1. 03.01Original thesisVerifiable Surgery검증 가능한 수술

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

    2 public sources · 4 relationsOpen entry
  2. 03.02Original thesisPerception Is Not Verifiability인식은 검증이 아니다

    Recognizing what appears in an operative scene does not by itself explain why an action produced a particular result.

    3 public sources · 2 relationsOpen entry
  3. 03.03Original thesisAutonomy Requires Verifiability First자율성은 검증 가능성 이후

    Surgical autonomy should be considered only within tasks whose states, actions, boundaries, failures, and outcomes can be sufficiently examined and tested.

    2 public sources · 2 relationsOpen entry
  4. 03.04Original thesisSurgical Process Formalization수술 과정 형식화

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

    2 public sources · 3 relationsOpen entry
  5. 03.05Original thesisTask Dossier경계가 명시된 수술 과업

    A bounded specification of one intraoperative task, including its start and end conditions, success criteria, safety limits, evidence requirements, and handoff conditions.

    2 public sources · 2 relationsOpen entry
  6. 03.06Original thesisSurgical Data Factory수술 데이터 팩토리

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

    2 public sources · 2 relationsOpen entry

03 · Relationship ledger

A small vocabulary with explicit direction.

These links explain how public ideas connect. They do not reproduce internal project topology or imply clinical causality.

Supportsprovides a foundation or input

Extendsdevelops an idea into a broader layer

Motivatescreates the need for another idea

Applies toplaces an idea in a clinical or conceptual domain

  1. Liver Cancer & Colorectal Liver MetastasesMotivatesLiver Resection & Transplantation
  2. Liver Resection & TransplantationApplies toLiver Cancer & Colorectal Liver Metastases
  3. Liver Resection & TransplantationMotivatesVerifiable Surgery
  4. Minimally Invasive Liver SurgeryExtendsLiver Resection & Transplantation
  5. Minimally Invasive Liver SurgeryMotivatesSurgical Segmentation
  6. Minimally Invasive Liver SurgeryMotivatesSurgical Workflow Understanding
  7. Surgical SegmentationSupportsSurgical Navigation
  8. Surgical SegmentationSupportsSurgical Workflow Understanding
  9. Surgical SegmentationApplies toMinimally Invasive Liver Surgery
  10. Surgical NavigationExtendsSurgical Segmentation
  11. Surgical NavigationMotivatesPerception Is Not Verifiability
  12. Surgical NavigationApplies toMinimally Invasive Liver Surgery
  13. Surgical Workflow UnderstandingExtendsSurgical Segmentation
  14. Surgical Workflow UnderstandingSupportsSurgical Process Formalization
  15. Surgical Workflow UnderstandingMotivatesVerifiable Surgery
  16. Verifiable SurgeryExtendsSurgical Process Formalization
  17. Verifiable SurgeryMotivatesSurgical Data Factory
  18. Verifiable SurgerySupportsAutonomy Requires Verifiability First
  19. Verifiable SurgeryApplies toLiver Resection & Transplantation
  20. Perception Is Not VerifiabilityMotivatesVerifiable Surgery
  21. Perception Is Not VerifiabilitySupportsAutonomy Requires Verifiability First
  22. Autonomy Requires Verifiability FirstExtendsVerifiable Surgery
  23. Autonomy Requires Verifiability FirstMotivatesTask Dossier
  24. Surgical Process FormalizationSupportsVerifiable Surgery
  25. Surgical Process FormalizationSupportsTask Dossier
  26. Surgical Process FormalizationExtendsSurgical Workflow Understanding
  27. Task DossierApplies toSurgical Process Formalization
  28. Task DossierSupportsAutonomy Requires Verifiability First
  29. Surgical Data FactorySupportsVerifiable Surgery
  30. Surgical Data FactoryExtendsSurgical Workflow Understanding

Private research notes, internal programs, operational plans, and unpublished relationship structures are not part of this public atlas.