Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T12:17:41.179019Z
Paper Citation Record · LEDGER
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation
As of 15 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1908.08035.
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 2026-08-15T06:32:42.880941+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
13 of 13 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8952b6f2-f9b8-45b0-bf4e-fa4998b76633 · outbound
This paper cites A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:17:41.144088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f6de39b-bf1c-4d63-af63-50cd40a41662 · outbound
This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: International Conference on Medical Image Computing and Computer-Assisted Intervention
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.277823Z
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.
Observation 4476422b-1d0b-435d-bb02-fbf5128cd506 · outbound
This paper cites Medical image analysis 54, 280--296 (2019).
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation Medical image analysis 54, 280--296 (2019)
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.271736Z
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.
Observation bc17da27-31bf-471a-9a39-d5c2b8e83293 · outbound
This paper cites International journal of computer assisted radiology and surgery 10(3), 301--316 (2015).
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation International journal of computer assisted radiology and surgery 10(3), 301--316 (2015)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.265691Z
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.
Observation ddf69273-c016-4301-8710-eeae8604a84d · outbound
This paper cites Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:17:41.158128Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9065d2-95d1-4da2-9bc4-ad57662fa484 · outbound
This paper cites In: Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.257693Z
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.
Observation b13401a1-f530-4bd8-bfe9-0f3c6cac68d9 · outbound
This paper cites In: Workshop on Challenges in Representation Learning, ICML.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: Workshop on Challenges in Representation Learning, ICML
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.250065Z
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.
Observation a39b63c2-8c97-4df0-a8ab-1bb9278b6737 · outbound
This paper cites In: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, pp.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, pp
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.242405Z
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.
Observation b5a05ba9-61dc-4260-b352-257e3e1fc63d · outbound
This paper cites In: International Conference on Medical image computing and computer-assisted intervention.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: International Conference on Medical image computing and computer-assisted intervention
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.235046Z
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.
Observation 420a8bca-0c27-4a97-b84a-dbf7fccb264e · outbound
This paper cites In: Deep learning in medical image analysis and multimodal learning for clinical decision support, pp.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: Deep learning in medical image analysis and multimodal learning for clinical decision support, pp
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.227222Z
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.
Observation 0d90d55c-86b6-4fb9-a51c-405a7c573489 · outbound
This paper cites In: Advances in neural information processing systems.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation In: Advances in neural information processing systems
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:17:41.219295Z
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.
Observation 6a2f3aca-0610-4414-ae34-d017d4190c81 · outbound
This paper cites , " * write output.state after.block = add.period write.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation , " * write output.state after.block = add.period write
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:17:41.176515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe6c95dc-3056-462d-8506-0e865c4e9a01 · outbound
This paper cites write newline.
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation write newline
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:17:41.179019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.