Paper Citation Record · LEDGER

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata

As of 20 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.24529.

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

pith.paper-citation-record.v1
2607.24529 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T12:22:55.728527Z

measured 43 of 43 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

43 of 43 outbound references displayed

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Outbound references

Observation 37e206ad-b761-49c9-a165-3f616d0ee000 · outbound

This paper cites Practice guidelines for performance of the routine mid-trimester fetal ultrasound scan,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Practice guidelines for performance of the routine mid-trimester fetal ultrasound scan,

Reference 1

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Observation 6c2ddc6f-777c-4599-8fdc-6f07e7e0a931 · outbound

This paper cites Applause: Automatic prediction of placental health via u-net segmentation and statistical evaluation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Applause: Automatic prediction of placental health via u-net segmentation and statistical evaluation,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:50.661101Z

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Observation 8e43f53d-6269-4f04-807d-9137ba841271 · outbound

This paper cites Point-of-Care ultrasound,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Point-of-Care ultrasound,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:50.768687Z

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Observation 6ab0512f-49af-48fc-a224-fccd9e4d68f3 · outbound

This paper cites an unresolved cited work.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Unresolved cited work

Reference 4

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Observation 85d9ad4e-985c-41d1-b872-7d03ac73cf16 · outbound

This paper cites Ultrasound image segmentation: a survey,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Ultrasound image segmentation: a survey,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.041168Z

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Observation a2efb4fc-c958-4f0b-b866-f1f78b1824a5 · outbound

This paper cites Image quality improvement of hand-held ultrasound devices with a two- stage generative adversarial network,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Image quality improvement of hand-held ultrasound devices with a two- stage generative adversarial network,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.117087Z

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Observation 0258a5c3-417e-4545-b7e2-e1414b26a4aa · outbound

This paper cites Enhancing fetal ultrasound image quality and anatomical plane recognition in low-resource settings using super-resolution models,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Enhancing fetal ultrasound image quality and anatomical plane recognition in low-resource settings using super-resolution models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.203025Z

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Observation 96772001-c1fe-4673-95ab-f660301d6647 · outbound

This paper cites SAS: Segment Anything Small for Ultrasound -- A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata SAS: Segment Anything Small for Ultrasound -- A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.300894Z

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Observation a61c8149-21b1-4efe-8737-0e811620c9be · outbound

This paper cites U-Net: Convo- lutional networks for biomedical image segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata U-Net: Convo- lutional networks for biomedical image segmentation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.458755Z

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Observation ee76fa27-3ba7-45c3-ab6e-0e3a3c1b3020 · outbound

This paper cites A survey on u-shaped networks in medical image segmentations,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata A survey on u-shaped networks in medical image segmentations,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.621206Z

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Observation 826371c9-4052-4a70-83a5-b8d2f92baec1 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:51.847640Z

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Observation 642210f5-1af5-469d-9069-7a45c164a58d · outbound

This paper cites Threef-net: Fine-grained feature fusion network for breast ultrasound image segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Threef-net: Fine-grained feature fusion network for breast ultrasound image segmentation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:52.017460Z

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Observation 7e04b356-aa1e-4a98-9a22-430b64c133ac · outbound

This paper cites UNeXt: MLP-Based rapid medical image segmentation network,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata UNeXt: MLP-Based rapid medical image segmentation network,

Reference 13

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Observation 9268b67a-e8d9-4531-a8f1-e92d05ae5728 · outbound

This paper cites Laednet: A lightweight attention encoder–decoder network for ultrasound medical image segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Laednet: A lightweight attention encoder–decoder network for ultrasound medical image segmentation,

Reference 14

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Observation eee5210d-1c82-4f02-8826-130d8b265a9f · outbound

This paper cites Cmunext: An efficient medical image segmentation network based on large kernel and skip fusion,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Cmunext: An efficient medical image segmentation network based on large kernel and skip fusion,

Reference 15

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Observation c90b13ba-3c12-41a0-ac75-d6b4379195d7 · outbound

This paper cites Cellular automata as convolutional neural networks,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Cellular automata as convolutional neural networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:52.802449Z

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Observation 56331432-53ec-4775-8bc4-3b5685579828 · outbound

This paper cites Growing neural cellular automata,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Growing neural cellular automata,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:53.008476Z

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Observation f97bf351-7b3d-4c97-9bd6-0cd5bb5716f9 · outbound

This paper cites Med- nca: Robust and lightweight segmentation with neural cellular automata,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Med- nca: Robust and lightweight segmentation with neural cellular automata,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:53.164860Z

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Observation 244a0d19-b05f-4ce2-8bb8-e937a9afedf0 · outbound

This paper cites M3d-nca: Robust 3d segmentation with built-in quality control,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata M3d-nca: Robust 3d segmentation with built-in quality control,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:53.380089Z

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Observation ab53937d-5d9c-49d5-a4ce-ff623667d68e · outbound

This paper cites Medsegdiffnca: Diffusion models with neural cellular automata for skin lesion segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Medsegdiffnca: Diffusion models with neural cellular automata for skin lesion segmentation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:53.573294Z

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Observation d7aca3ca-1137-403c-88b6-73c0b83a1fb5 · outbound

This paper cites eNCApsulate: neural cellular automata for precision diagnosis on capsule endoscopes,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata eNCApsulate: neural cellular automata for precision diagnosis on capsule endoscopes,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:53.721036Z

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Observation 04ba51c7-3dfd-4918-a76d-3ed15b8979dc · outbound

This paper cites Attention pooling enhances nca-based classification of microscopy images,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Attention pooling enhances nca-based classification of microscopy images,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:53.869063Z

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Observation c31298e9-9ffb-4575-b70c-e5f85851781b · outbound

This paper cites Neural cellular automata for weakly supervised segmentation of white blood cells,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Neural cellular automata for weakly supervised segmentation of white blood cells,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.001533Z

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Observation 78c67196-f32e-412c-8b4a-6d69cc48472f · outbound

This paper cites Adanca: neural cellular automata as adaptors for more robust vision transformer,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Adanca: neural cellular automata as adaptors for more robust vision transformer,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.134292Z

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Observation 8054431f-4e39-40f7-b5c1-06638b9883ae · outbound

This paper cites nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.228432Z

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Observation ef1e0acf-169c-4e8c-94e1-6e1d3be71f41 · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Mobilenetv2: Inverted residuals and linear bottlenecks,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.303436Z

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Observation 53f66cff-6e88-416e-8f5f-eddd1a2c4dc7 · outbound

This paper cites EGE-UNet: An efficient group enhanced UNet for skin lesion segmen- tation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata EGE-UNet: An efficient group enhanced UNet for skin lesion segmen- tation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.377276Z

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Observation b78d7e9f-80a5-404a-af0d-eca53bc7fc35 · outbound

This paper cites Segformer: Simple and efficient design for semantic segmentation with transformers,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Segformer: Simple and efficient design for semantic segmentation with transformers,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.450343Z

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Observation 9ea3ed60-4cca-431a-9252-4935d2ee0055 · outbound

This paper cites LB-UNet: A lightweight Boundary- Assisted UNet for skin lesion segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata LB-UNet: A lightweight Boundary- Assisted UNet for skin lesion segmentation,

Reference 29

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Observation 5dd52d7c-3adf-4785-a1ec-4d745982fc78 · outbound

This paper cites Mk-unet: Multi-kernel lightweight cnn for medical image segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Mk-unet: Multi-kernel lightweight cnn for medical image segmentation,

Reference 30

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Observation fd94a245-9958-4498-a140-e2af7a72d144 · outbound

This paper cites Pmfsnet: Polarized multi-scale feature self- attention network for lightweight medical image segmentation,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Pmfsnet: Polarized multi-scale feature self- attention network for lightweight medical image segmentation,

Reference 31

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Source-reported events for the cited work

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Observation e438a515-431c-457d-b77c-a99b20bd80c2 · outbound

This paper cites Learning cellular automaton dynamics with neural networks,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Learning cellular automaton dynamics with neural networks,

Reference 32

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Observation 30d6b4a6-ea37-4ed3-a335-1d3af84fbdbe · outbound

This paper cites Patches are all you need?,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Patches are all you need?,

Reference 33

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Observation ab6da903-076b-4e48-9255-0f8a8fd83b6f · outbound

This paper cites Cmu-net: a strong convmixer-based medical ultrasound image segmentation network,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Cmu-net: a strong convmixer-based medical ultrasound image segmentation network,

Reference 34

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Observation ce923b35-f02a-4bf3-a82c-c576bbef0d0c · outbound

This paper cites Film: visual reasoning with a general conditioning layer,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Film: visual reasoning with a general conditioning layer,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:54.997352Z

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Observation cf744381-c5a4-46a3-a35d-4f1935d7d890 · outbound

This paper cites Attention is all you need,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Attention is all you need,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.067069Z

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Observation a20c4c73-3064-4de8-90fb-9e8e470fad98 · outbound

This paper cites Automated measurement of fetal head circumference using 2d ultrasound images,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Automated measurement of fetal head circumference using 2d ultrasound images,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.161192Z

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Observation 4bf85cfb-2bfa-419d-bf97-832b97e59c35 · outbound

This paper cites Common carotid artery ultrasound images,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Common carotid artery ultrasound images,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.275790Z

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Observation f152d5b5-9973-4d3d-9a31-81ba1cb49317 · outbound

This paper cites The jnu-ifm dataset for segmenting pubic symphysis-fetal head,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata The jnu-ifm dataset for segmenting pubic symphysis-fetal head,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.387718Z

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Observation ca2a0b79-caa0-4d82-acd8-0dcf6933d9b4 · outbound

This paper cites Psfhs challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Psfhs challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.499421Z

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Observation 58594d76-1bf3-415f-8e10-e650bb821fd3 · outbound

This paper cites Maternal fetal ultrasound planes from low-resource imaging settings in five african countries,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Maternal fetal ultrasound planes from low-resource imaging settings in five african countries,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.609565Z

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Observation e9bc38af-124c-4107-a443-89c93841d588 · outbound

This paper cites Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.640097Z

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Observation fd74631f-244a-46a8-b255-526194b2976a · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata Imagenet: A large-scale hierarchical image database,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-31T12:22:55.728527Z

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Pith citing papers

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