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Paper Citation Record · LEDGER

Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1911.01685.

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

pith.paper-citation-record.v1
1911.01685 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:37.865912Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:10:10.828178Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ef903fd9-0f1e-4e1b-8329-e2118c97628b · inbound

Diffusion-Based Semantic Segmentation of Lumbar Spine MRI Scans of Lower Back Pain Patients cites this paper.

Diffusion-Based Semantic Segmentation of Lumbar Spine MRI Scans of Lower Back Pain Patients Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-12T19:24:10.055680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:24:10.055680Z digest=sha256:36cd310a1ea1c728cf6031dcdd90d7ed8cd6e4a474814f5830e2789197511c3d

Observation d708423b-b370-4cdd-a1a4-1e65cf708f81 · inbound

Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation cites this paper.

Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:31.076844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:31.076844Z digest=sha256:e2df02d02960e7ce718393bc2d98cc32d225170f015325faf73954290bcd88b9

Observation 72fcb525-af20-4a92-bb28-9d9270664917 · inbound

Post-Hurricane Debris Segmentation Using Fine-Tuned Foundational Vision Models cites this paper.

Post-Hurricane Debris Segmentation Using Fine-Tuned Foundational Vision Models Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T12:32:37.865912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:32:37.865912Z digest=sha256:cfc5d3523730737880e668fe3ccee340e41e6c0e69d8991ac9f16bfa3256c31b

Observation 42eadacc-b6ad-4b85-9140-62b0bf452cd1 · inbound

Preserving instance continuity and length in segmentation through connectivity-aware loss computation cites this paper.

Preserving instance continuity and length in segmentation through connectivity-aware loss computation Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:10:10.833005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T11:10:10.574811Z digest=sha256:d85cf23e31f4715da7e3ad95489b591bdb5af093c94473cccd47de518ebfea3b