Pith. sign in

Paper Citation Record · LEDGER

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation

As of 12 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.07443.

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

pith.paper-citation-record.v1
2507.07443 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:45:43.704791Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c9e23a7-fad7-4ab9-854b-6d67bfd2ee9e · outbound

This paper cites an unresolved cited work.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.633440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.633440Z digest=sha256:8a3033f34a450d24a7374676a88519ca5cdd9718d2d604e63803e3589c9046af

Observation 12dab549-13dd-455d-af28-2947982d8051 · outbound

This paper cites Detection performance theory for ultrasound imaging systems,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Detection performance theory for ultrasound imaging systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.920872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.636546Z digest=sha256:378d6218484e899e51c48b8b430e81e4c590ab7b1eda2bac748418305c1087ca

Observation 8ffabcf2-3014-4f5b-a186-8ffd9080392a · outbound

This paper cites Spatial prediction filtering of acoustic clutter and random noise in medical ultrasound imaging,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Spatial prediction filtering of acoustic clutter and random noise in medical ultrasound imaging,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.912955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.638792Z digest=sha256:5cf77ef1705ab3b692920d2aa43613a5a3163bac0470a0539d70f081f06be5aa

Observation 4869e2e9-3fdb-467a-a43b-e93f276ae658 · outbound

This paper cites Shifting more attention to breast lesion segmentation in ultrasound videos,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Shifting more attention to breast lesion segmentation in ultrasound videos,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.906354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.640818Z digest=sha256:fa2a2504b1ef100dbee86676383853ef96537493b4f648e8f892107df1ecdb96

Observation 5773e7f9-8fee-4409-bc4c-5bd4dac2810a · outbound

This paper cites Rethinking breast lesion segmentation in ultrasound: a new video dataset and a baseline network,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Rethinking breast lesion segmentation in ultrasound: a new video dataset and a baseline network,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.899789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.643015Z digest=sha256:8c72a3a7085f8f64a5945e1ae13d3ba94d4998756ee8c3faf9680d3fc1014e84

Observation bd0a6ef5-f033-4356-8852-75331e212c4c · outbound

This paper cites Lgr- net: Local-global reciprocal network for uterine fibroid segmentation in ultrasound videos,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Lgr- net: Local-global reciprocal network for uterine fibroid segmentation in ultrasound videos,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.893040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.645034Z digest=sha256:85eff9c2f397944a8f839b37a0a30ed556f4facebac87fb4860e0492376e0ecb

Observation c457a4ac-430c-4e22-a136-d1eea2296bfd · outbound

This paper cites Towards a benchmark for colorectal cancer segmentation in endorectal ultrasound videos: Dataset and model development,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Towards a benchmark for colorectal cancer segmentation in endorectal ultrasound videos: Dataset and model development,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.887220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.648276Z digest=sha256:6e08f9507a41b5a9402c255d6523790d34f830540ab4a636051f66d2eac3abe1

Observation f1baf665-3276-4f18-95af-33c7e6cc1696 · outbound

This paper cites Cross-domain object detection through coarse-to-fine feature adaptation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Cross-domain object detection through coarse-to-fine feature adaptation,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.880517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.651041Z digest=sha256:e4dced2a400ca40dba5fb860092acdac5aece025b01ec729e0548a5b03de243c

Observation bc36826e-cd99-40c4-b6bd-3c3414f0fbe7 · outbound

This paper cites Tcgnet: Type-correlation guidance for salient object detection,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Tcgnet: Type-correlation guidance for salient object detection,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.874100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.652960Z digest=sha256:82b41c2b18bfdbba285f8b084909e8b73520f8e4879e147a5d9c036689735d19

Observation f9c40173-2546-415b-ba4b-003191647735 · outbound

This paper cites Thyroid region prior guided attention for ultrasound segmentation of thyroid nodules,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Thyroid region prior guided attention for ultrasound segmentation of thyroid nodules,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.655237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.655237Z digest=sha256:9c5ccf5f2919b13c6c77711afeb334247afcef7bd853d29ca9612df8e6f974d9

Observation e0a3ae6f-ff5e-4c1c-bf86-ed6003190656 · outbound

This paper cites Res2net: A new multi-scale backbone architecture,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Res2net: A new multi-scale backbone architecture,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.863440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.657107Z digest=sha256:643680585c42760da888f800c9b095acd4f700fb8b6a7efb7ba2ec61a5e143c5

Observation fa7f6f38-fd1a-4429-90d7-a08508d918dc · outbound

This paper cites Microsegnet: A deep learning approach for prostate segmentation on micro-ultrasound images,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Microsegnet: A deep learning approach for prostate segmentation on micro-ultrasound images,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.857121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.659416Z digest=sha256:be0b642a870f592ce5fb684caf3dc315ddc34b82f4146dfec9119cf50222ec5a

Observation 91df3eeb-146a-42c0-9822-6c3fd8effcf0 · outbound

This paper cites F 3net: fusion, feedback and focus for salient object detection,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation F 3net: fusion, feedback and focus for salient object detection,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.661333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.661333Z digest=sha256:21e20cf516377dd3e2fa1584a026ac35a28573d5262285fe385f2a69b808c7c7

Observation e2d4e2ba-ba23-433e-86c0-856f572e6494 · outbound

This paper cites Deep learning for segmentation using an open large-scale dataset in 2d echocardiography,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Deep learning for segmentation using an open large-scale dataset in 2d echocardiography,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.847182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.663644Z digest=sha256:2c2b05ed6a24179e4d42e717532ae77243c55530aaf4f8427b5eafd37fa38b9a

Observation 2512407d-8ae5-4e67-bb30-f59c4fa8bc1d · outbound

This paper cites Pranet: Parallel reverse attention network for polyp segmentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Pranet: Parallel reverse attention network for polyp segmentation,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.665585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.665585Z digest=sha256:227ac69b1f60aef7cf17287dec472e373dd22d0be6dec02fc39c44cfd64d9281

Observation e569833b-e1d3-445e-9c0c-7ef78e2d6e3d · outbound

This paper cites Progressively normalized self-attention network for video polyp seg- mentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Progressively normalized self-attention network for video polyp seg- mentation,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.834967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.667420Z digest=sha256:bb12ccdc0baf4784e1d2a03f804df882cfad7a30fd2578858a24f1a67134ac6d

Observation 065775be-291c-460f-bba9-15af797fed94 · outbound

This paper cites Lesion-aware dynamic kernel for polyp segmentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Lesion-aware dynamic kernel for polyp segmentation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.829365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.669378Z digest=sha256:ed8e568e1612fcbe020203639069c7d9ca0778ee6c7e3b2c7c9f703a5a2ff658

Observation 77d6e692-5f0f-4a29-b12a-00921c8170b8 · outbound

This paper cites Lssnet: A method for colon polyp segmentation based on local feature supplementation and shallow fea- ture supplementation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Lssnet: A method for colon polyp segmentation based on local feature supplementation and shallow fea- ture supplementation,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.822374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.671138Z digest=sha256:b9acb4bf06d62008a2f8707ecf787d668ffdbe9d4e5023424c1b504cedebac4f

Observation c5f450b0-d35e-4c2e-8d8e-abcd4f637d71 · outbound

This paper cites Sali: Short- term alignment and long-term interaction network for colonoscopy video polyp segmentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Sali: Short- term alignment and long-term interaction network for colonoscopy video polyp segmentation,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.816078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.673205Z digest=sha256:f9a355bd00f2df8c609acecc698861957187dfdff079922bdeb7bb0faba8c1cd

Observation d0a180a0-91dd-432d-a131-b78ae650dace · outbound

This paper cites Pyramidal feature shrinking for salient object detection,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Pyramidal feature shrinking for salient object detection,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.810234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.675015Z digest=sha256:be9d3b707569d1b425fdede470403a23cbc4c9cbe5814e0c7797a2aebb8b0d92

Observation 52d66a4e-adf4-4ccd-918b-62ef717e48d9 · outbound

This paper cites Implicit motion handling for video camouflaged object detection,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Implicit motion handling for video camouflaged object detection,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.802978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.677273Z digest=sha256:684387a77740a0f35e8c15001fc5764d8be5c404dc1bd6942d8f21267bd33bab

Observation 1b7bfe11-ef66-47eb-b723-8ec018d7fa63 · outbound

This paper cites Channel split convolutional neural network (chasnet) for thermal image super-resolution,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Channel split convolutional neural network (chasnet) for thermal image super-resolution,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.794907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.679932Z digest=sha256:b6725fc23b96a3f96a435e822872842cee41de61a4b023c9e4672fa0f97ad5c9

Observation 45e011a8-7285-4b58-9345-00b379e8bfdf · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation U-net: Convolutional networks for biomedical image segmentation,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.682484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.682484Z digest=sha256:d8975c95cf09c786f6c7f997be9f6a7a2fd9b76c8e5f5fd0ff374a8273dc5478

Observation 1defe67a-076d-4e22-a897-d59553bd1b62 · outbound

This paper cites Enhancing row-column array (rca)-based 3d ultrasound vascular imaging with spatial-temporal similarity weighting,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Enhancing row-column array (rca)-based 3d ultrasound vascular imaging with spatial-temporal similarity weighting,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.785028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.684325Z digest=sha256:a2ae3c8655f53feaca5bb5f3b741aa24d7292b3ee1d6e29ca154d8ee6c6fc648

Observation 2a2f02e5-ecfe-4d87-9926-298a10424e70 · outbound

This paper cites Attention-guided learning with feature reconstruction for skin lesion diagnosis using clinical and ultrasound images,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Attention-guided learning with feature reconstruction for skin lesion diagnosis using clinical and ultrasound images,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.779066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.686130Z digest=sha256:943eada2e7b7f5f363daceb6e84ec7ce4918cd22b5174ecb88cfc114c68b8263

Observation 08b27976-5982-479d-9076-86c1d762f1bf · outbound

This paper cites Prior-knowledge embedded u-net-based fully automatic vessel wall volume measurement of the carotid artery in 3d ultrasound image,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Prior-knowledge embedded u-net-based fully automatic vessel wall volume measurement of the carotid artery in 3d ultrasound image,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.772470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.687962Z digest=sha256:5623449370caa829ddf2c69dcd24b4bae4c720b5bb4d41e0c057f88dc509250f

Observation 0eaf6252-0013-4670-94e7-3a6845ffc3d9 · outbound

This paper cites Attention is all you need,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Attention is all you need,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.689803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.689803Z digest=sha256:6dccea698fe8afa53a6e2d03ab85bfdbbca165c3da895e12ee10e9dfe88e3993

Observation e5d88ae8-a8bb-49e1-94fc-085a800018d4 · outbound

This paper cites Automatic deep learning semantic segmentation of ul- trasound thyroid cineclips using recurrent fully convolutional networks,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Automatic deep learning semantic segmentation of ul- trasound thyroid cineclips using recurrent fully convolutional networks,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.762614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.691669Z digest=sha256:43c3f0e0ba05915846917b0439d70ab62e90312eaec1c287cf511fee3dde3a77

Observation 91cebca0-3da6-4514-bec6-4dd1eb641bef · outbound

This paper cites Memsam: taming segment anything model for echocardiography video segmentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Memsam: taming segment anything model for echocardiography video segmentation,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.755432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.694037Z digest=sha256:e8a13e5e39c5a8757e57a4deaa0bbfdf5b3307aa67ac10c892349185e8f7c320

Observation 7cbcd41a-36ee-43d0-8e87-f8e98210f2af · outbound

This paper cites Segment anything,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Segment anything,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.696437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.696437Z digest=sha256:93fde099f62107872539a71f820704154927552595bf35bbd63218a891dd54fb

Observation 19fef195-aec1-4bd7-905e-7ca639be76b8 · outbound

This paper cites Vivim: a video vision mamba for ultrasound video segmentation,.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Vivim: a video vision mamba for ultrasound video segmentation,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:45:43.740977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:45:43.698719Z digest=sha256:71a443948e62c7a291b798ae921940c26ffc5e38ea03778774c4391207850130

Observation 473532de-c98d-418a-805c-ce22e192412a · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation SAM 2: Segment Anything in Images and Videos

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.701527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.701527Z digest=sha256:daba37dde539947569d038fa468f18eb20df9c8eaeb54ec2ea7d0b9a8438e8aa

Observation 897196e1-dddb-44dc-aea0-0ece90c87b88 · outbound

This paper cites Medical SAM 2: Segment medical images as video via Segment Anything Model 2.

Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation Medical SAM 2: Segment medical images as video via Segment Anything Model 2

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:43.704791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:43.704791Z digest=sha256:6dba2af7fc0405a2a60e9ddc2c5c3157e5b212a17ba88cce47892ad446c8d0d2

Pith citing papers

No inbound Pith citation observations are available.