Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:21:05.887795Z
Paper Citation Record · LEDGER
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback
As of 23 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2507.05815.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved14
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cfeb75fb-7573-4b48-a5f9-619533a295a8 · outbound
This paper cites Data in brief28, 104863 (2020).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Data in brief28, 104863 (2020)
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.739671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a74e80f-0ebb-416d-ba30-ce52937e0c79 · outbound
This paper cites saliency maps from physicians.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback saliency maps from physicians
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.748090Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfeac214-078d-427d-9265-0418db147c57 · outbound
This paper cites an unresolved cited work.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:21:06.312602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d5ee5e54-5180-42e7-b770-8a69d0f2f3b2 · outbound
This paper cites SAM-Med2D.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback SAM-Med2D
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.769491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1bfaf12-c3d0-44f6-bea5-f1babece00ca · outbound
This paper cites an unresolved cited work.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:21:06.290415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0de1ea2f-d087-406b-a71c-ad36d106ec18 · outbound
This paper cites In: International Con- ference on Learning Representations (2021).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback In: International Con- ference on Learning Representations (2021)
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.784375Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d627b98-d163-460f-a92b-7c2b3efb831f · outbound
This paper cites ICLR1(2), 3 (2022) 10 Y.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback ICLR1(2), 3 (2022) 10 Y
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:06.246606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4ccb02ed-12d5-46c7-91aa-59bbdf3a8923 · outbound
This paper cites Nature methods 18(2), 203–211 (2021).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Nature methods 18(2), 203–211 (2021)
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.797575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49ab0922-010d-4589-8735-1930b444f32f · outbound
This paper cites In: International con- ference on multimedia modeling.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback In: International con- ference on multimedia modeling
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.804021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d515f963-5bfb-48be-8f84-8328a2cefc04 · outbound
This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback In: Proceedings of the IEEE/CVF International Conference on Computer Vision
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:06.195426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 06ed303f-5ea2-4ffb-86a3-9793d6478a9e · outbound
This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback In: Proceedings of the Computer Vision and Pattern Recognition Conference
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:06.175510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 06740ede-4ff8-445f-b1b3-0cb5e9174455 · outbound
This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:06.146701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 83908acf-5fb1-481a-9b47-ef77bf08df6f · outbound
This paper cites Medical Image Analysis92, 103028 (2024).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Medical Image Analysis92, 103028 (2024)
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.829613Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fca7548b-acc1-4342-8b70-27453c5d7381 · outbound
This paper cites Medical image analysis42, 60–88 (2017).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Medical image analysis42, 60–88 (2017)
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.837903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ef34fa-4fd3-46c4-9095-212db06646a5 · outbound
This paper cites Nature Communications15(1), 654 (2024).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Nature Communications15(1), 654 (2024)
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.844409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36ea147b-0b2b-49a4-a503-29c9457b7caf · outbound
This paper cites In: International Conference on Medical image computing and computer-assisted intervention.
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback In: International Conference on Medical image computing and computer-assisted intervention
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.853548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50d01350-4e90-4af5-9b81-89598f0e9060 · outbound
This paper cites Scientific data 5(1), 1–9 (2018).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Scientific data 5(1), 1–9 (2018)
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.861464Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aacc08d7-0802-4b60-b7ae-5dc982f35bed · outbound
This paper cites IEEE transactions on medical imaging 37(7), 1562–1573 (2018).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback IEEE transactions on medical imaging 37(7), 1562–1573 (2018)
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:06.019737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b56872bd-cefe-4054-9eff-30bc81381bf3 · outbound
This paper cites Computational visual media 8(3), 415–424 (2022).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Computational visual media 8(3), 415–424 (2022)
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:05.999628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b534554a-9207-4020-a982-51aaba856290 · outbound
This paper cites Machine learning8, 229–256 (1992).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Machine learning8, 229–256 (1992)
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:21:05.880873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fa7357a-ded2-4ee4-8fb0-711f7403d5ae · outbound
This paper cites Computers in biology and medicine150, 106173 (2022).
Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback Computers in biology and medicine150, 106173 (2022)
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:21:05.968036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.