Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2303.12484.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T15:01:09.571242Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T00:30:54.171369Z
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 4e1b3b46-e009-4231-84d8-c7f354bf970c · inbound
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification cites this paper.
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T15:01:09.571242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4697378a-9b06-4ce0-ac44-3defcca48e2e · inbound
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images cites this paper.
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
Reference 199
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:48:54.347257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52cd1edc-f349-459f-b455-9e18ea1d4c9c · inbound
ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis cites this paper.
ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:20:29.441821Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71ee56e5-3424-4709-9e38-73cd4fe03b34 · inbound
Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance cites this paper.
Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:31:00.249963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b3067e3-9650-4400-ab45-f0f84bf7d4c3 · inbound
Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings cites this paper.
Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:30:54.175341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.