Paper Citation Record · LEDGER

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning

As of 22 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2502.03505.

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

pith.paper-citation-record.v1
2502.03505 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:57:23.793559Z

measured 29 of 29 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 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

29 of 29 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 441852cc-f8bb-47d4-8c7c-9160067be612 · outbound

This paper cites Ultrasonic technologies in imaging and drug de- livery,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Ultrasonic technologies in imaging and drug de- livery,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.311595Z

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

Observation 7cc25816-bb8b-455d-84af-d1a76d0c4f35 · outbound

This paper cites Ultrasonic colour doppler imaging,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Ultrasonic colour doppler imaging,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.304249Z

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.

Observation 5cf23d94-7017-4455-87d1-69f358440830 · outbound

This paper cites Panoramic volumet- ric clinical handheld photoacoustic and ultrasound imag- ing,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Panoramic volumet- ric clinical handheld photoacoustic and ultrasound imag- ing,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.294273Z

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.

Observation 9a1c280e-0708-48f0-8679-b7402673cd42 · outbound

This paper cites Freehand 3-d ultrasound imaging: a systematic review,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Freehand 3-d ultrasound imaging: a systematic review,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.284249Z

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Observation 0661a014-faa7-4fe2-b6d2-bddd967ce274 · outbound

This paper cites Optical and electro- magnetic tracking systems for biomedical applications: A critical review on potentialities and limitations,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Optical and electro- magnetic tracking systems for biomedical applications: A critical review on potentialities and limitations,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.274075Z

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.

Observation b6f03f47-5fc0-4dce-8dd2-b43aeb774ea7 · outbound

This paper cites Determination of scan-plane motion using speckle decorrelation: Theoretical considerations and initial test,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Determination of scan-plane motion using speckle decorrelation: Theoretical considerations and initial test,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.263966Z

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.

Observation b5a4c8b5-7c23-4ed5-9b2f-17543f18031d · outbound

This paper cites Automated three-dimensional us frame positioning com- puted from elevational speckle decorrelation.,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Automated three-dimensional us frame positioning com- puted from elevational speckle decorrelation.,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.254405Z

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.

Observation 9243d078-5886-4124-a09a-0ed172055bb1 · outbound

This paper cites Sensorless freehand 3d ultrasound in real tissue: speckle decorrelation without fully developed speckle,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Sensorless freehand 3d ultrasound in real tissue: speckle decorrelation without fully developed speckle,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.245678Z

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.

Observation ab0b570b-f29c-47ca-9a59-5dc8de8387c9 · outbound

This paper cites 3d freehand ultrasound without external tracking using deep learning,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning 3d freehand ultrasound without external tracking using deep learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.236362Z

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.

Observation b20a9134-e278-4b29-b620-9e6d60276886 · outbound

This paper cites Sensorless free- hand 3d ultrasound reconstruction via deep contextual learning,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Sensorless free- hand 3d ultrasound reconstruction via deep contextual learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.227354Z

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.

Observation d4f9632d-0b1b-45aa-8097-fc3e951975de · outbound

This paper cites Self context and shape prior for sensorless freehand 3d ultrasound recon- struction,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Self context and shape prior for sensorless freehand 3d ultrasound recon- struction,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.217919Z

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.

Observation f16052d0-bc4c-4e4c-b072-73a6a6bbb32f · outbound

This paper cites Spa- tial position estimation method for 3d ultrasound recon- struction based on hybrid transfomers,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Spa- tial position estimation method for 3d ultrasound recon- struction based on hybrid transfomers,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.208795Z

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.

Observation eb8b0d50-229e-4c78-baff-5fe61fe66f83 · outbound

This paper cites Pose estimation of 2d ultrasound probe from ultrasound image sequences using cnn and rnn,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Pose estimation of 2d ultrasound probe from ultrasound image sequences using cnn and rnn,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.199787Z

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.

Observation f3b0a02c-739d-456f-9510-c0f2ffe1ac3b · outbound

This paper cites Re- con: Online learning for sensorless freehand 3d ultra- 11 sound reconstruction,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Re- con: Online learning for sensorless freehand 3d ultra- 11 sound reconstruction,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.190250Z

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.

Observation 6ebff1dc-0c1f-4207-91c6-f833e67955eb · outbound

This paper cites Long-term depen- dency for 3d reconstruction of freehand ultrasound with- out external tracker,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Long-term depen- dency for 3d reconstruction of freehand ultrasound with- out external tracker,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.181544Z

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.

Observation 14ac3134-714d-4c83-8b7e-12bfe840a25d · outbound

This paper cites Speckle pattern correlation with lateral aperture translation: Ex- perimental results and implications for spatial compound- ing,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Speckle pattern correlation with lateral aperture translation: Ex- perimental results and implications for spatial compound- ing,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.116585Z

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.

Observation 77663511-b7b1-4aa0-9dcb-f4e19facaba9 · outbound

This paper cites Ultrasound volume reconstruction from freehand scans without tracking,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Ultrasound volume reconstruction from freehand scans without tracking,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.068074Z

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.

Observation e1469772-503a-4d99-a4a8-604296909d15 · outbound

This paper cites Deep mo- tion network for freehand 3d ultrasound reconstruction,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Deep mo- tion network for freehand 3d ultrasound reconstruction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.057889Z

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.

Observation ff26b17e-8784-421e-978b-5c4ce4648506 · outbound

This paper cites Multi-imu with online self-consistency for freehand 3d ultrasound recon- struction,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Multi-imu with online self-consistency for freehand 3d ultrasound recon- struction,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.048979Z

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.

Observation 76db9362-6143-4cd5-aa0d-67b09c454979 · outbound

This paper cites Displacement estimation in ultrasound elastography using pyramidal convolutional neural network,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Displacement estimation in ultrasound elastography using pyramidal convolutional neural network,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.040102Z

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.

Observation fb4b14a3-c4c3-48f6-89e0-1c90c5445b27 · outbound

This paper cites Image- based 3d ultrasound reconstruction with optical flow via pyramid warping network,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Image- based 3d ultrasound reconstruction with optical flow via pyramid warping network,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.030896Z

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.

Observation 329cfcae-6bf6-46a3-b106-eeb9e266ed3a · outbound

This paper cites Deep residual learn- ing for image recognition,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Deep residual learn- ing for image recognition,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.020874Z

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.

Observation 867beb6f-c66c-4575-bc6a-68e8c423e489 · outbound

This paper cites Glo- ria: A multimodal global-local representation learning framework for label-efficient medical image recognition,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Glo- ria: A multimodal global-local representation learning framework for label-efficient medical image recognition,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.010996Z

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.

Observation be980f55-e676-49c7-8de7-e6347f175638 · outbound

This paper cites Gla: Global–local attention for image description,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Gla: Global–local attention for image description,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:24.000556Z

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.

Observation d7839a50-64d3-4740-a7fd-edb7ae56bd0a · outbound

This paper cites Global-local attention for emotion recognition,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Global-local attention for emotion recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:23.989041Z

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.

Observation 73f973b3-89a0-4142-9f2f-cf59c7c6946d · outbound

This paper cites Facenet: A unified embedding for face recognition and clustering,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Facenet: A unified embedding for face recognition and clustering,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:23.976961Z

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.

Observation 815adc5b-c1f5-47fd-8d17-f01a771ce22a · outbound

This paper cites Digital image enhancement and noise filtering by use of local statistics,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Digital image enhancement and noise filtering by use of local statistics,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:23.941995Z

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.

Observation fefed321-e157-455e-adf0-1a537be8d586 · outbound

This paper cites Sparse 2-d array design for real time rectilinear volumetric imaging,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Sparse 2-d array design for real time rectilinear volumetric imaging,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:23.885471Z

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.

Observation fb4aea03-4d4a-4d1b-9a89-bfe3b2584532 · outbound

This paper cites Vascular imaging with a three-dimensional power doppler system,.

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning Vascular imaging with a three-dimensional power doppler system,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:57:23.824672Z

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.

Pith citing papers

No inbound Pith citation observations are available.