Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:12:08.055706Z
Paper Citation Record · LEDGER
CytoFM: The first cytology foundation model
As of 21 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2504.13402.
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 2026-08-21T06:32:19.484+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
27 of 27 outbound references displayed
- verified exact2
- verified fuzzy19
- unresolved5
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 505866aa-37c4-40ce-8933-ffabd844f22d · outbound
This paper cites Al-Abbadi.
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.522964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 682877fb-c54e-47db-8f7c-d64cb2ba72a2 · outbound
This paper cites HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervi- cal Cytology Classification.
CytoFM: The first cytology foundation model HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervi- cal Cytology Classification
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.508857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fd443331-0e91-44c0-98b9-b4582c7ce74c · outbound
This paper cites Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning.
CytoFM: The first cytology foundation model Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:12:07.939835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27d9ecef-69f2-42be-90c5-cdc961ee8d79 · outbound
This paper cites Chen, Tong Ding, Ming Y.
CytoFM: The first cytology foundation model Chen, Tong Ding, Ming Y
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.495331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a754c510-db12-499d-8315-e82c334f3104 · outbound
This paper cites Exploring Foundation Models Fine-Tuning for Cytology Classification.
CytoFM: The first cytology foundation model Exploring Foundation Models Fine-Tuning for Cytology Classification
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:12:07.948437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ab71b8c-b514-4898-b099-0d4744d89c59 · outbound
This paper cites Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A.
CytoFM: The first cytology foundation model Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.479686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ec1fefd2-b331-4681-bec2-c8f8543a1698 · outbound
This paper cites Towards Artificial Intelligence Applications in Next Generation Cytopathology.
CytoFM: The first cytology foundation model Towards Artificial Intelligence Applications in Next Generation Cytopathology
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.465095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ef41f8ed-f3b7-428c-a50c-0cec4bdf30b2 · outbound
This paper cites Pixel-wise segmen- tation of cells in digitized Pap smear images.Scientific Data, 11(1):733, 2024.
CytoFM: The first cytology foundation model Pixel-wise segmen- tation of cells in digitized Pap smear images.Scientific Data, 11(1):733, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.448723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 696fa8a8-2616-4b00-949d-374d01f0b5fe · outbound
This paper cites An efficient framework based on large foundation model for cervical cytopathology whole slide image screening.
CytoFM: The first cytology foundation model An efficient framework based on large foundation model for cervical cytopathology whole slide image screening
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T12:12:08.165159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b4f095f6-3d61-4d7c-80ad-555671968bc5 · outbound
This paper cites Mahanta, Himakshi Borah, and Chandana Ray Das.
CytoFM: The first cytology foundation model Mahanta, Himakshi Borah, and Chandana Ray Das
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.433242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation adec7e82-a556-4be3-acf9-41ccde334721 · outbound
This paper cites USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis.
CytoFM: The first cytology foundation model USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.409288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0fc63033-a38a-4faa-ad6e-ab06d1eb9bec · outbound
This paper cites Landau and Liron Pantanowitz.
CytoFM: The first cytology foundation model Landau and Liron Pantanowitz
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.393858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5e53aa55-0ec3-4f17-b348-d2185be805af · outbound
This paper cites an unresolved cited work.
CytoFM: The first cytology foundation model Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:12:08.377311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 16cd2979-6e8e-43a2-87cd-30166aafa62f · outbound
This paper cites Local Label Point Correction for Edge Detection of Overlapping Cervical Cells.
CytoFM: The first cytology foundation model Local Label Point Correction for Edge Detection of Overlapping Cervical Cells
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.362647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 91461d70-d48b-42b3-85f7-b1094bb3998a · outbound
This paper cites Whole-slide imaging in cytopathology: state of the art and future directions.
CytoFM: The first cytology foundation model Whole-slide imaging in cytopathology: state of the art and future directions
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.349184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 304d2139-d79c-4bea-8d04-ff1b1450f759 · outbound
This paper cites DINOv2: Learning Robust Visual Features without Supervision.
CytoFM: The first cytology foundation model DINOv2: Learning Robust Visual Features without Supervision
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:12:08.005619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c09dfa2-23ff-4503-961b-7e2f36eec63b · outbound
This paper cites Conventional Cervical Cytology Image Dataset with Cell Outline Annotations.
CytoFM: The first cytology foundation model Conventional Cervical Cytology Image Dataset with Cell Outline Annotations
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.335016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3cccc5ad-c7e7-4790-a37b-b33f6c171933 · outbound
This paper cites Plissiti, P.
CytoFM: The first cytology foundation model Plissiti, P
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.323458Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 15f51def-433c-4e52-944b-be74bdf2fdc0 · outbound
This paper cites Renshaw, Dawn Underwood, Ghada Aramoni, Beverly Cash, Maureen Croyle, Dave Deeds, Sandra Dolar, Stephen Gmitro, Nancy Ray, Debbie Sabo, Julie A.
CytoFM: The first cytology foundation model Renshaw, Dawn Underwood, Ghada Aramoni, Beverly Cash, Maureen Croyle, Dave Deeds, Sandra Dolar, Stephen Gmitro, Nancy Ray, Debbie Sabo, Julie A
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.294780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 91c71cc3-32d7-46b4-b400-f750de9c7713 · outbound
This paper cites Mahanta, and Anup Kumar Das.
CytoFM: The first cytology foundation model Mahanta, and Anup Kumar Das
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.279789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fd31a5f3-8119-4da3-826b-f2a259406342 · outbound
This paper cites Kunz, Matthew C.
CytoFM: The first cytology foundation model Kunz, Matthew C
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.266627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fbe5be11-5aef-4a22-a3ab-9bb73fec3857 · outbound
This paper cites Celeste Welch, Chenhao Lu, C.
CytoFM: The first cytology foundation model Celeste Welch, Chenhao Lu, C
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.251721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bd152918-680c-4398-be6b-78520c4176f8 · outbound
This paper cites Summers, Shaoxiong Liu, and Jianhua Yao.
CytoFM: The first cytology foundation model Summers, Shaoxiong Liu, and Jianhua Yao
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.239382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4896c952-318e-4074-a38c-10f09acca433 · outbound
This paper cites LESS: Label- efficient multi-scale learning for cytological whole slide im- age screening.
CytoFM: The first cytology foundation model LESS: Label- efficient multi-scale learning for cytological whole slide im- age screening
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:12:08.225036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f6ad9cba-9617-4be6-b146-c79234046c0f · outbound
This paper cites iBOT: Image BERT Pre-Training with Online Tokenizer.
CytoFM: The first cytology foundation model iBOT: Image BERT Pre-Training with Online Tokenizer
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:12:08.055706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eefdca0a-432c-4308-b927-8dfe167c31e6 · outbound
This paper cites DeepPap: Deep Convolutional Networks for Cervical Cell Classification.
CytoFM: The first cytology foundation model DeepPap: Deep Convolutional Networks for Cervical Cell Classification
Reference 2017
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T12:12:08.127599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 542a063c-df72-499f-9809-45b04ad6dda5 · outbound
This paper cites an unresolved cited work.
CytoFM: The first cytology foundation model Unresolved cited work
Reference 2018
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-16T12:12:08.309760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.