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Paper Citation Record · LEDGER

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

As of 5 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2605.25944.

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

pith.paper-citation-record.v1
2605.25944 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T22:30:40.026693Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation adb0c06f-b589-4f4e-9b9b-d2fd1348a787 · outbound

This paper cites SAM 3: Segment Anything with Concepts.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory SAM 3: Segment Anything with Concepts

Reference 1

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local_arxiv, observed 2026-06-29T22:34:01.502879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:a562beeef1451a2e33babf58ea29ec373f05039540461f8f3dba1791c5674f3d

Observation 273b4f5e-c8e2-46ed-a55d-472e27b56169 · outbound

This paper cites IEEE Transactions on Medical Imaging (2025).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE Transactions on Medical Imaging (2025)

Reference 2

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:3353cd2364f02a60020c5af35d3b25691fb747c1433a127eb2aec590c8b188e8

Observation 6d46b5b8-7061-4bfd-89c0-787c78c6819e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 3

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Observation 49ae1425-8a7e-4a1b-9ade-28c6b11ecb4c · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 4

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:04f4693aa1e56191a86a782c10ba868c5beb8932a1547bcdaf25e7b63a323f59

Observation a7a1702f-d716-45ce-82ee-982cf25f00b1 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 5

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:fe3539fa1ea573dfd0a2580ff186b3370afd302e33715a0cabae4d21855aeb92

Observation 91742f84-aac7-4367-8713-1ab2218db11f · outbound

This paper cites Artificial Intelligence Review56(1), 457–531 (2023).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory Artificial Intelligence Review56(1), 457–531 (2023)

Reference 6

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:0207158bee736ae27d7f7f8437a2e7ec5d41aca374dd47f3c76fd14d239a9de0

Observation ead81f46-5a72-4fd5-9f8e-71c8402fc80d · outbound

This paper cites IEEE transac- tions on pattern analysis and machine intelligence34(7), 1409–1422 (2011).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE transac- tions on pattern analysis and machine intelligence34(7), 1409–1422 (2011)

Reference 7

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:7bde6f9f17105c84fc0ad61df09dece709a0b34227d43ec0e7cecef7edecebcc

Observation 782ddb9f-102d-4ee6-80ec-a71a60ff367f · outbound

This paper cites BMC medicine 17(1), 195 (2019).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory BMC medicine 17(1), 195 (2019)

Reference 8

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:53c7a2fc86109f75086f1afcaa7007093aad36960c3f7beba54c11c3c1d87ed0

Observation 7fe3de09-3c01-47fc-80f7-36529de1f365 · outbound

This paper cites UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 9

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arxiv_id, observed 2026-06-29T22:34:01.520724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:fc86db26d7522d7fef51d9819313081c2f7694f5b9c03ab39f8514f0e2572e47

Observation 77a801c1-b4a9-47a8-99c8-1844f1da3cfa · outbound

This paper cites IEEE transactions on medical imaging (2025).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE transactions on medical imaging (2025)

Reference 10

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Observation 802e09b5-fcd4-48e4-89fe-c66669d9276b · outbound

This paper cites IEEE trans- actions on medical imaging38(9), 2198–2210 (2019).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE trans- actions on medical imaging38(9), 2198–2210 (2019)

Reference 11

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:f2fa2cf97883cc53bb9cad2369ec68064df0eb0c771f79bb80d239db95915990

Observation d42e4856-99d8-48ac-98dc-deb28c1bc3fd · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 12

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:b5c480cf73f5e9059a7362e4d43b8f153c43b817f36ca9a0c2e058a39c167966

Observation a4fd57ac-61a2-49a6-ad56-8f10c894c9b2 · outbound

This paper cites arXiv preprint arXiv:2511.19046 (2025).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory arXiv preprint arXiv:2511.19046 (2025)

Reference 13

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verified exact
arxiv_id, observed 2026-06-29T22:34:01.511868Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:dba82d57ae39978d4aa5c3dd13af3bf1e793d2baa03344fa7aaf9ae0720c96ff

Observation bf28bdaf-12d0-49d5-8d15-d5da21d63813 · outbound

This paper cites IEEE transactions on medical imaging39(10), 3064–3078 (2020).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE transactions on medical imaging39(10), 3064–3078 (2020)

Reference 14

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:72f64d35b63d57ce6f333af7736a072f90907489cf8cc62d0d15732e4d6df401

Observation 331d89ce-a3a4-46df-88b8-ecd6634e2e83 · outbound

This paper cites MedSAM2: Segment Anything in 3D Medical Images and Videos.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory MedSAM2: Segment Anything in 3D Medical Images and Videos

Reference 15

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arxiv_id, observed 2026-06-29T22:34:01.515997Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:fa28db9bba097ef0c006d47d384dd244472a36d26839193dfe2a20e966946966

Observation 87d900b4-1ab3-4977-a8d9-9351e27acdfc · outbound

This paper cites IEEE Transactions on medical imaging25(8), 987–1010 (2006).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE Transactions on medical imaging25(8), 987–1010 (2006)

Reference 16

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:7e221861a68d037321a67182a2e2945c128fc2cd0851e32b54a18b4d74bb1f33

Observation d080f65f-2b6a-45b6-92d5-e3f0995999da · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 17

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:585b0be3deb1c96e0df84cc155f352e01fa63a87a880c3177d6eeb7a8a5bde97

Observation ec6e5e2f-02a7-4e79-9783-ac7ed9e33cc4 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 18

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Observation a01edd31-4ed0-441c-b977-0a652863835b · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 19

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:641e8ccae0a486757eaba22d1662e6c059b898a0afecfd1b07c0df186bfeeff7

Observation cc054148-3824-446c-84d8-9db581a4368e · outbound

This paper cites In: International Conference on Learning Representations.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: International Conference on Learning Representations

Reference 20

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:f623cb72093fe5e89ea8f513a84a870f4eeff8f1c7fd43eccb7adb09c9816e0e

Observation beec30e1-231d-4e46-835c-56a36caedf8a · outbound

This paper cites IEEE Transactions on Image Processing21(10), 4334–4348 (2012).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE Transactions on Image Processing21(10), 4334–4348 (2012)

Reference 21

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Observation 30ad633f-5f3e-4b62-9050-2d22f2379321 · outbound

This paper cites DINOv3.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory DINOv3

Reference 22

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local_arxiv, observed 2026-06-29T22:34:01.506170Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:9448f44baf1878692699c55a1e8bb9d23b338f972e4dff0caa2ca167ffff10ef

Observation 4299cf33-896d-40c4-9eb9-c945f33fe5b3 · outbound

This paper cites IEEE Transactions on sonics and ultrasonics30(3), 156–163 (2005).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE Transactions on sonics and ultrasonics30(3), 156–163 (2005)

Reference 23

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:96b8b4eb9c98fdf0393b664bee612b3083deff099e5c1c14bce629bb84ad2deb

Observation 874141a0-36b2-4ec6-8924-b83a12e9ae8f · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence41(4), 985–998 (2018).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory IEEE transactions on pattern analysis and machine intelligence41(4), 985–998 (2018)

Reference 24

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:3ec7e60380e4f29a01732a57fad9f43a8ecd613c474a44585011403c25bbe761

Observation 4b50f365-50a2-4eaa-afde-cf85b2a7bc74 · outbound

This paper cites Radiology295(1), 4–15 (2020).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory Radiology295(1), 4–15 (2020)

Reference 25

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:1757fa27b816b2bcce45f0389401c99e1d63b065b2c344f2dcdc03cf5ff76029

Observation defb9955-c9e0-49ad-84aa-77e79c3805fb · outbound

This paper cites Medical image analysis102, 103547 (2025).

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory Medical image analysis102, 103547 (2025)

Reference 26

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:82e36a0c4997160ee913b4b4a9feeef40612895203a178884e0f2ae113a7ba38

Observation 697563f4-e535-4f76-ac2e-62686aa16e4a · outbound

This paper cites In: International Conference on Medical Image Computing and Computer- Assisted Intervention.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: International Conference on Medical Image Computing and Computer- Assisted Intervention

Reference 27

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:876bd3083c515df18c59af8a78f4219efae4d5d2af98b08f5107c2e99a1aae3f

Observation a3acd57e-022a-42db-9d6f-5ecbcee7cf4f · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 28

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source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:ddf840b7f33102e6db4fbf98ba3efd4c5ba2c2d8f56c0a94fdef8cb827e9eff1

Observation 8cf8ff54-9437-4a4f-b679-7b2b1438035d · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 29

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local_arxiv, observed 2026-06-29T22:34:01.514813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T22:30:40.026693Z digest=sha256:3e61e070a5d8d9f44c5d3f787e398451cc6e33fb27b0c121eca16795962c1d99

Observation 9885f326-a941-4cf3-ad0d-eb35bd9a4e25 · outbound

This paper cites In: International Conference on Machine Learning.

EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory In: International Conference on Machine Learning

Reference 30

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Pith citing papers

No inbound Pith citation observations are available.