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Paper Citation Record · LEDGER

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation

As of 16 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2412.16597.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.16597 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:30:58.099017Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:50:19.061282Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T00:50:19.842494Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy46
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d74b782e-28c3-4313-ae42-161f3550b581 · outbound

This paper cites A comparison of input devices for precise interaction tasks in vr-based surgical planning and training.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A comparison of input devices for precise interaction tasks in vr-based surgical planning and training

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.727346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.917523Z digest=sha256:e5e06a607d48fa72df6445c49e76bfd26ca0b47e6bc89019afeb3ac22e6dd005

Observation ac6314ef-d722-415e-9f08-c93f99912b10 · outbound

This paper cites Determining what in- dividual sus scores mean: Adding an adjective rating scale.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Determining what in- dividual sus scores mean: Adding an adjective rating scale

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.715149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.922555Z digest=sha256:85faffd1e506165c558ea8683337747aaf5b8d6c60d50b387db5f194da5b0cf5

Observation 02ede2d7-408c-4588-b956-bda781486f56 · outbound

This paper cites Qualitative HCI research: Going behind the scenes.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Qualitative HCI research: Going behind the scenes

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.702284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.926297Z digest=sha256:c38aeb617e46970555f2f5621f84c2917205581e087d526bef6caad279f04b9d

Observation 475e7576-d46e-47c5-ae5f-0235c07e86ad · outbound

This paper cites Design guidelines for user interface for augmented reality.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Design guidelines for user interface for augmented reality

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.690399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.930156Z digest=sha256:e40653142b44d6f2a586fcb6c8e031bd2db8bc8df9031a44660355ca9144f1ab

Observation 5ad43bc9-cd89-45df-8310-09fcb3ae99ea · outbound

This paper cites Sus-a quick and dirty usability scale.Usability evaluation in industry , 189(194):4–7, 1996.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Sus-a quick and dirty usability scale.Usability evaluation in industry , 189(194):4–7, 1996

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.677978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.933817Z digest=sha256:f81449cd24de71918e8d1e8f240acb7b4ed84183f6f44d7a068792e360764da0

Observation 09d538af-17ac-41a5-8796-f12f8c12835b · outbound

This paper cites Local standards for sample size at chi.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Local standards for sample size at chi

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.662866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.937354Z digest=sha256:aa2b4c0288ac61bc5728ab0a3e6a2360b70bb933a7aca458a91e405ff43508b7

Observation ec584fe1-6cd4-4d41-a9fe-534338aa7780 · outbound

This paper cites Support- ing interaction in augmented reality in the presence of uncertain spatial knowledge.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Support- ing interaction in augmented reality in the presence of uncertain spatial knowledge

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.648569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.940909Z digest=sha256:c0a9a524bf45a33dc1950b4284d4c9c7c33d6ac03d2fcfdd51896cd023acad32

Observation 87181e93-23bd-404c-983f-9791d37e1416 · outbound

This paper cites Soft- ware framework for customized augmented reality headsets in medicine.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Soft- ware framework for customized augmented reality headsets in medicine

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.636269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.944331Z digest=sha256:3a911e77d3aa02ddc696b0df7bb5d63c04f54999f07ff038d149a6d9e0470135

Observation fdd378ca-a34e-4ee9-9547-11526d1450fb · outbound

This paper cites Augmented reality during parotid surgery: Real-life evaluation of voice control and user-experience.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Augmented reality during parotid surgery: Real-life evaluation of voice control and user-experience

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.624588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.947725Z digest=sha256:05d60f581eb638933dc88073d4575ce60bc14240f86334aa7cfa54cd08990578

Observation 80cf705a-dbba-400c-9659-58c85a334edb · outbound

This paper cites Towards next-generation intelligent assistants leveraging llm tech- niques.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Towards next-generation intelligent assistants leveraging llm tech- niques

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.611422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.951615Z digest=sha256:25e4df8f360620021f5b6f89b205226c57817c0c76abc00f605147dfec238ed1

Observation 248b1c11-028d-4f79-995b-04239a4754fa · outbound

This paper cites A systematic review of voice assistant usability: An iso 9241–11 approach.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A systematic review of voice assistant usability: An iso 9241–11 approach

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.597483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.955297Z digest=sha256:692325e71ee4d0c18e684302069d389cea4d01c331ec9a34f30fbde101d33495

Observation 484cb727-6b42-44c0-afd5-090f7bf8edce · outbound

This paper cites The challenge of augmented reality in surgery.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation The challenge of augmented reality in surgery

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.581642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.959080Z digest=sha256:4d2fc222877409348335bd054a4921306e4cb1c6d33e697151e0dc817af7c005

Observation 4e6dd352-36f1-46d5-8393-e0ce2b4b393f · outbound

This paper cites Augmented reality in open surgery.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Augmented reality in open surgery

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.563723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.962815Z digest=sha256:4b093762112ff8b5a43e51238c3adb69c6a83ffc3a90faa9b149beac3c46fa06

Observation 0b48e14e-7408-4cb9-985f-86add1d17817 · outbound

This paper cites Truth-o-meter: Collaborating with llm in fighting its hallucinations.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Truth-o-meter: Collaborating with llm in fighting its hallucinations

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.551090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.966481Z digest=sha256:32db6d158c94f6946d72a5b8f1158a4a2f1141609f9b0f2ef229367a39ac4f25

Observation 6438cd29-c5ff-403f-8469-42c5d131d2be · outbound

This paper cites Interaction in augmented reality: Challenges to enhance user experience.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Interaction in augmented reality: Challenges to enhance user experience

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.538790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.970002Z digest=sha256:e6c96edaa9e7dafd492fc3d37afc2b1fa14c05c0abb7ebada6c0aa8e9d163bf4

Observation 1a17745b-1420-4aa5-849f-1d6767b18775 · outbound

This paper cites Enhanced ai voice assistance using machine learning and nlp.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Enhanced ai voice assistance using machine learning and nlp

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.527029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.973721Z digest=sha256:ea3fb099f7ae4d6808a3be4b2c103f4e7ae8f9a0540c2e8619626d0dd84a1445

Observation 967b57f6-61e2-44a9-a669-927a203d6a28 · outbound

This paper cites Nasa-task load index (nasa-tlx); 20 years later.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Nasa-task load index (nasa-tlx); 20 years later

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.514486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.977543Z digest=sha256:6092cba519fe4d2ebfcd10c4cfe7c37ddfd5a93598817c0756e3c38405608bf9

Observation ff7cde35-7fa2-43a8-bb95-2cfbd988fb40 · outbound

This paper cites Hand, foot or voice: Alterna- tive input modalities for touchless interaction in the medical domain.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Hand, foot or voice: Alterna- tive input modalities for touchless interaction in the medical domain

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.501906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.981353Z digest=sha256:9e302bf3ede4a7f237a1a0b64344d4df7ad6b3782bc06e954cd1ef01eb1a2292

Observation 6b235755-4077-412f-988e-5d4004eec166 · outbound

This paper cites A taxonomy of interaction techniques for immersive augmented reality based on an iterative literature review.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A taxonomy of interaction techniques for immersive augmented reality based on an iterative literature review

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.488695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.985119Z digest=sha256:fc8bfa351a00b0727b1bf7c300d8418bc9c4e569d6f215af284b3bc01d5ab8ce

Observation 8116889b-d84d-48c1-8e21-e998c12c25ab · outbound

This paper cites Alexa, siri, cortana, and more: an introduction to voice assistants.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Alexa, siri, cortana, and more: an introduction to voice assistants

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T10:30:57.988990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:30:57.988990Z digest=sha256:6b057e44c2cf0a7a9280b94d1380c7e4c784c1c184c8ab55dde0dd6ab3370989

Observation 306ca654-1c79-4696-941a-fec6b207bb3d · outbound

This paper cites Number of people required for usability evaluation: the 10 ±2 rule.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Number of people required for usability evaluation: the 10 ±2 rule

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.468021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.992991Z digest=sha256:a45f06cd7dc5b04b3b5d0fb4bb5b45e7d34d5c65a9b8578bfb69c2c90ff728ff

Observation 09c37620-5c0d-4dc8-a0a0-59f3f3f2f76e · outbound

This paper cites Multimodal fusion: ges- ture and speech input in augmented reality environment.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Multimodal fusion: ges- ture and speech input in augmented reality environment

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.457114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:57.997068Z digest=sha256:69bacfc6d3300ab1726a66dccc713de4d98b22577ff5184eca6302991569bd95

Observation e967ae89-a4a8-4d2f-8f06-59d719ca9156 · outbound

This paper cites Practical ap- plication of augmented/mixed reality technologies in surgery of abdominal cancer patients.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Practical ap- plication of augmented/mixed reality technologies in surgery of abdominal cancer patients

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.446034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.000939Z digest=sha256:4afc73fa8778442f356dbedabbe804ba38fc4cbeaebd90193b4177fdb486d0b4

Observation 52b48be2-6c48-47c2-a875-191448642142 · outbound

This paper cites A comparative study of interaction time and usability of using controllers and hand tracking in virtual reality train- ing.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A comparative study of interaction time and usability of using controllers and hand tracking in virtual reality train- ing

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.434477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.004946Z digest=sha256:2549325f6d47b82056252445d480c4df3622a3b7ef2da5f74311398aba8accd7

Observation e88b57ab-e593-469b-9076-da2ec56c5f8c · outbound

This paper cites A usability study of multimodal input in an augmented reality environment.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A usability study of multimodal input in an augmented reality environment

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.422690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.008679Z digest=sha256:292efcdd1360834654d991b1955854c40c7ba0bcfec49c5ce50f1f267658be1b

Observation b29b0b58-0e12-45c9-bebb-8ff88192cf27 · outbound

This paper cites Hill: A hallucination identifier for large language models.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Hill: A hallucination identifier for large language models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.410736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.012413Z digest=sha256:03b418810d645e3047e55f6dcbd6f9a7b12f620b3c77d9e40f88dd53009ed257

Observation cf9eca4f-ab25-4811-9a09-8e6849b77ff8 · outbound

This paper cites Augmented reality navigation method for recontouring surgery of craniofacial fibrous dysplasia.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Augmented reality navigation method for recontouring surgery of craniofacial fibrous dysplasia

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.398805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.016232Z digest=sha256:4e6c5510c56cbcbd1cea11791f13aa2ab74130cbd38ab5754904b3a9fd79f018

Observation 47e261fe-90b1-4e39-b9ce-8050c5c4a5c7 · outbound

This paper cites A review on the applications of virtual reality, augmented reality and mixed reality in surgical simulation: an extension to different kinds of surgery.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A review on the applications of virtual reality, augmented reality and mixed reality in surgical simulation: an extension to different kinds of surgery

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.387047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.020006Z digest=sha256:5aa548b0bd052842496ecb30c2552bcb733db205329b02b4b432d38520828d93

Observation 0b5a84b0-c24a-40e5-92c7-84f72077ef4b · outbound

This paper cites User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T10:30:58.023868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:30:58.023868Z digest=sha256:a3204da816ab9860e62e3b4135a88a3cfcaa00a6471172043723a63ce5eff586

Observation 1bc97e7b-2bec-492e-84e1-84c9a5e12441 · outbound

This paper cites Voice or gesture in the operating room.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Voice or gesture in the operating room

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.375014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.028155Z digest=sha256:655f126373e566057fa4cd81e339fb7d7db4e50408768debb15a7947fac4bc26

Observation 05573d65-65d4-48a0-9069-ee1e810321dc · outbound

This paper cites Windowsspeechinputprovider class - mixed reality toolkit, 2020.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Windowsspeechinputprovider class - mixed reality toolkit, 2020

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.363404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.031701Z digest=sha256:926e36d36f76246fbe7e6d1ca7aaf94e58d172aa5b7c8b78a8b5002083f2413e

Observation 3957226a-dd57-432e-a9df-01277fbb8663 · outbound

This paper cites Microsoft hololens 2, 2023.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Microsoft hololens 2, 2023

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.351691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.035203Z digest=sha256:4da3b1c7e88f18ac6081023244058d0bb9443f153a72367ae7c37dfdb1d319a4

Observation 3c341eb1-ab8e-45f9-8ba4-2f51b7feeac1 · outbound

This paper cites Mixed reality toolkit, 2023.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Mixed reality toolkit, 2023

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.339990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.038617Z digest=sha256:0cf37f7c8e4148b48a72cdfa33e1f9a39c3ce2fe529067e75595390c120b2ba9

Observation ba3dc44d-d5b9-4085-8ad6-24464ddc2976 · outbound

This paper cites Unity 3d engine, 2023.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Unity 3d engine, 2023

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.328822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.042057Z digest=sha256:662ca0a9b1372053273c8082d9a0f7fb6310de224420f4a5f3aca1e777975411

Observation c24a050c-80b5-4060-be78-c57763447b75 · outbound

This paper cites Leveraging large language models (llm) for the plastic surgery resident training: do they have a role? Indian Journal of Plastic Surgery, 56(05):413–420, 2023.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Leveraging large language models (llm) for the plastic surgery resident training: do they have a role? Indian Journal of Plastic Surgery, 56(05):413–420, 2023

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.316259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.045564Z digest=sha256:cd093e396e14a787a2a577400eaa4a441e5ae2a49b2788e56b5d3af1025d0163

Observation 5dc3c550-9c5a-46b6-a925-5cb61558a0ed · outbound

This paper cites A review of multimodal interaction technique in augmented reality environment.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A review of multimodal interaction technique in augmented reality environment

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.303504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.049428Z digest=sha256:8e3f69a14bb2ed429085d76d9be34c950fb7dc7f70fcb5f31ee6b09660d61ee2

Observation 25c3001d-cc72-42ef-b755-b0ebcb405bd0 · outbound

This paper cites Through the hololens ™ looking glass: augmented reality for extremity reconstruction surgery using 3d vascular models with perforating vessels.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Through the hololens ™ looking glass: augmented reality for extremity reconstruction surgery using 3d vascular models with perforating vessels

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.291757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.053821Z digest=sha256:3c9b2dc5f7aa75f305cc2584bc4f6398c943e29ca31982fb0c7c8f3e4a31aed7

Observation 395b8807-ce5f-47dd-9013-fdd82b3f6f0f · outbound

This paper cites A review of augmented reality in robotic-assisted surgery.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation A review of augmented reality in robotic-assisted surgery

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.278766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.057585Z digest=sha256:3c86adeb4900519b532fd480980b6be94e563013b8faa5f393f91f5da2903522

Observation f585140d-bb93-4311-bb96-9b1447a62ae5 · outbound

This paper cites Intraoperative 3d hologram support with mixed reality techniques in liver surgery.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Intraoperative 3d hologram support with mixed reality techniques in liver surgery

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.266498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.060611Z digest=sha256:f31103213f4d9d4c7c27ad4a8301533b1f353e5d8525a432a7157e75a5a2fe25

Observation 8933a98f-7525-4075-a97d-9cdc3ce18905 · outbound

This paper cites Augmented reality during parotid surgery: real-life evaluation of voice control of a head mounted display.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Augmented reality during parotid surgery: real-life evaluation of voice control of a head mounted display

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.254042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.063665Z digest=sha256:3a4abd49c73eb56ec585686814a1e5e231a28c5f07f5cc5522823d3abd282aee

Observation 03caca62-4a48-45fe-befa-a789cea547ae · outbound

This paper cites Augmented reality with hololens ® in parotid tumor surgery: a prospec- tive feasibility study.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Augmented reality with hololens ® in parotid tumor surgery: a prospec- tive feasibility study

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.242009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.066773Z digest=sha256:b10b202a11ba75fadbe7f38b0a183208b6ebfd76de7073dce42d32333fd2157e

Observation 80155f74-4f47-4da6-8733-33812924b048 · outbound

This paper cites Voice assistants and smart speakers in everyday life and in education.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Voice assistants and smart speakers in everyday life and in education

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.230156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.073677Z digest=sha256:2c9e400d87ab30df7c5c292bf143b9633357b00e46d487e0fb89110a4c3ef685

Observation 0c2e3a66-ebe5-44ac-9eb2-731ef98a9c2b · outbound

This paper cites Innova- tions in surgical training: exploring the role of artificial intelligence and 31 large language models (llm).

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Innova- tions in surgical training: exploring the role of artificial intelligence and 31 large language models (llm)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.217036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.077356Z digest=sha256:fe4a299357b31a7e9f42f1454c4e56b1c70995f98cf7afd09bef9355cc013fc3

Observation bb083fb8-aa8a-4bf4-bb8e-7016b61a94c9 · outbound

This paper cites Principles of clinical ethics and their application to practice.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Principles of clinical ethics and their application to practice

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.203396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.081056Z digest=sha256:e591987d0a84692fb8d4745001618c49b8bb371d5d15ee138d5239a3eaf70d6b

Observation 3675d35d-f1e7-4094-b263-657e94c98dfc · outbound

This paper cites Recent development of aug- mented reality in surgery: a review.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Recent development of aug- mented reality in surgery: a review

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.191190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.084952Z digest=sha256:e94aa3bd13ed30efdd4dbf1d4de8c6862c3f4fae3a65896bbfbdae5bf67200c8

Observation d9ad2222-ff5f-4803-823f-d32357cc0298 · outbound

This paper cites Taber’s cyclopedic medical dictionary.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Taber’s cyclopedic medical dictionary

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.178978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.088360Z digest=sha256:44a43542adea9f4449e91b2116125441dca02e73964cfb5793a7c911bdb91374

Observation 8ad47a65-0892-40b0-8585-faee6771ecac · outbound

This paper cites Vision- based hand-gesture applications.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation Vision- based hand-gesture applications

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.167132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.091666Z digest=sha256:6b9649e9a0ff2a17cb172c4106f4483d272ef179cd72ff4a669ed84ea590606b

Observation 2f670e96-3f05-422b-b57d-9bf4315d822b · outbound

This paper cites LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T10:30:58.095186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:30:58.095186Z digest=sha256:a0ec38c53ff899a2ccf9a3b26d0e1803fabd474717451ef115fe22fc0b503dae

Observation 89d8357c-d5dc-41fa-a14b-0c5b46937d99 · outbound

This paper cites d e s c r i p t i o n.

LLMs Enable Context-Aware Augmented Reality in Surgical Navigation d e s c r i p t i o n

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:30:58.154089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:30:58.099017Z digest=sha256:ac503c5f8c6d431c3af5c59c6c7c83ffb861aae9acaaa97e81335c26336743af

Pith citing papers

Observation f4e53888-1f74-4bcb-8700-525f7fbc0d40 · inbound

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems cites this paper.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems LLMs Enable Context-Aware Augmented Reality in Surgical Navigation

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-12T00:50:19.847198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T00:50:19.061282Z digest=sha256:21a1e9f683e28eaf1b4f787a6863ff658e84c7fe682a492b1e9d7d815a95f326