Paper Citation Record · LEDGER

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation

As of 13 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2412.05833.

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

pith.paper-citation-record.v1
2412.05833 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:21:51.070411Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:02:25.110867Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:02:26.896425Z

Reference resolution

49 of 49 outbound references displayed

verified exact4
verified fuzzy27
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1d8d0904-9538-4f78-bae4-da12d6cc0aeb · outbound

This paper cites Development and clinical application of artificial intelligence assistant system for rotator cuff ultrasound scanning,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Development and clinical application of artificial intelligence assistant system for rotator cuff ultrasound scanning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.791847Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4360d5e2-96e9-4ebf-9023-7e18f3f8a51e · outbound

This paper cites Muscle cross-sectional area segmentation in transverse ultrasound images using vision transformers,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Muscle cross-sectional area segmentation in transverse ultrasound images using vision transformers,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.779251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3dc4fac1-2f9e-4494-9b1b-7fd7298f6607 · outbound

This paper cites Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.767910Z

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Observation 4bd1e245-1077-4fa2-b66b-f21b4a0786aa · outbound

This paper cites Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:21:51.397198Z

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Observation 75754559-766b-453e-888f-d5c00a82f6af · outbound

This paper cites Deep learning with convolutional neural network in radiology,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Deep learning with convolutional neural network in radiology,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.757103Z

Source-reported events for the cited work

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Observation caf892d1-0afd-46be-b9d7-3f1004b9fde2 · outbound

This paper cites Deep learning: a primer for radiologists,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Deep learning: a primer for radiologists,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.745273Z

Source-reported events for the cited work

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Observation 07b99692-6f1f-4e82-b391-9117fb12cd7f · outbound

This paper cites Overview of deep learning in medical imaging,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Overview of deep learning in medical imaging,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.732762Z

Source-reported events for the cited work

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Observation 0986de16-2374-4226-b399-5e2a7e2d79d0 · outbound

This paper cites Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.713472Z

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Observation 1ea7060f-8c71-487c-8b23-93de45c946be · outbound

This paper cites A deep multi-label segmentation network for eosinophilic esophagitis whole slide biopsy diagnostics,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation A deep multi-label segmentation network for eosinophilic esophagitis whole slide biopsy diagnostics,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.699591Z

Source-reported events for the cited work

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Observation 2f816d06-acde-487b-bc7d-7dd1aa33930c · outbound

This paper cites Harnessing artificial intelligence to infer novel spatial biomarkers for the diagnosis of eosinophilic esophagitis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Harnessing artificial intelligence to infer novel spatial biomarkers for the diagnosis of eosinophilic esophagitis,

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T20:21:51.379641Z

Source-reported events for the cited work

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Observation 778026b0-18e6-4358-a2c1-16717d9ac88e · outbound

This paper cites Translational ai and deep learning in diagnostic pathology,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Translational ai and deep learning in diagnostic pathology,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.687481Z

Source-reported events for the cited work

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Observation 1170a09b-d1e1-4a04-9e6c-bc7dc37f280b · outbound

This paper cites Artificial intelligence and digital pathology: challenges and opportunities,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Artificial intelligence and digital pathology: challenges and opportunities,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.675819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 20ac3362-6d76-487a-9f14-2e5b7d8e8817 · outbound

This paper cites Sketch guided and progressive growing gan for realistic and editable ultrasound image synthesis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Sketch guided and progressive growing gan for realistic and editable ultrasound image synthesis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.663712Z

Source-reported events for the cited work

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Observation 3ca3af08-9a48-4d11-8526-d1bc42f7cf37 · outbound

This paper cites A multi-constraint hybrid network for ultrasound image synthesis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation A multi-constraint hybrid network for ultrasound image synthesis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.651626Z

Source-reported events for the cited work

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Observation 99a04777-a747-4384-9402-6f0946e50c02 · outbound

This paper cites Realistic ultrasound image synthesis for improved classification of liver disease,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Realistic ultrasound image synthesis for improved classification of liver disease,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.639201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 83d00f70-92cb-413c-8026-bb20d52c65b0 · outbound

This paper cites Self-supervised ultrasound to mri fetal brain image synthesis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Self-supervised ultrasound to mri fetal brain image synthesis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.627610Z

Source-reported events for the cited work

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Observation 0ce364f9-3f5f-4966-904a-994496c74f7b · outbound

This paper cites Resvit: Residual vision transformers for multimodal medical image synthesis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Resvit: Residual vision transformers for multimodal medical image synthesis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.615892Z

Source-reported events for the cited work

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Observation 48b35259-8017-4041-89fb-995a9d723434 · outbound

This paper cites Generative adversarial networks,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Generative adversarial networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.603294Z

Source-reported events for the cited work

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Observation 47f8c6d2-60ec-44fc-a2a3-35bee2667569 · outbound

This paper cites Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Reference 19

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Observation 92915e98-08e9-4d60-9008-3fbb023948b0 · outbound

This paper cites Synthetic Medical Images from Dual Generative Adversarial Networks.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Synthetic Medical Images from Dual Generative Adversarial Networks

Reference 20

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Observation 8feb9589-4b5b-4ab2-8667-931b657fd7c4 · outbound

This paper cites Conditional Generative Adversarial Nets.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Conditional Generative Adversarial Nets

Reference 21

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Source-reported events for the cited work

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Observation 5d0f5349-f5be-4c90-92a1-3d4e1142ece2 · outbound

This paper cites Deep unsupervised learning using nonequilib- rium thermodynamics,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Deep unsupervised learning using nonequilib- rium thermodynamics,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.592180Z

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Observation b0f27bf5-b506-45b6-8462-ac5daf390d08 · outbound

This paper cites High-resolution image synthesis with latent diffusion models,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation High-resolution image synthesis with latent diffusion models,

Reference 23

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Observation f9616979-4a0c-4590-b24e-97f95d873265 · outbound

This paper cites Auto-Encoding Variational Bayes,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Auto-Encoding Variational Bayes,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.574630Z

Source-reported events for the cited work

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Observation 0303fa3b-7512-4992-b80b-3bd87de83eee · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Unpaired image-to-image translation using cycle-consistent adversarial networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.563197Z

Source-reported events for the cited work

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Observation 16404544-929d-4bf6-9005-4b0dff0cd0c7 · outbound

This paper cites High-resolution image synthesis and semantic manipulation with conditional gans,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation High-resolution image synthesis and semantic manipulation with conditional gans,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.552501Z

Source-reported events for the cited work

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Observation 847b604b-7376-43e9-b778-ad8fbe900790 · outbound

This paper cites Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology

Reference 27

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Observation 2aab6748-522b-4260-b8ce-dcd5a9372109 · outbound

This paper cites Medgan: Medical image translation using gans,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Medgan: Medical image translation using gans,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.542045Z

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Observation 304006c5-9ace-4e9c-ad51-622af2bf775d · outbound

This paper cites Generative adversarial network in medical imaging: A review,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Generative adversarial network in medical imaging: A review,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.531213Z

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Observation d5d7604c-e529-416f-abd1-fb82dbefe5a2 · outbound

This paper cites A Neural Algorithm of Artistic Style.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation A Neural Algorithm of Artistic Style

Reference 30

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Source-reported events for the cited work

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Observation 5cf1f39c-1cd3-47ba-a473-2da9acb6ecb6 · outbound

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

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation U-net: Convolutional networks for biomedical image segmentation,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T20:21:51.011869Z

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Observation 8804ad39-3af9-423c-ba87-f2c00230509f · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Instructpix2pix: Learning to follow image editing instructions,

Reference 32

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Observation 21a29e93-ece7-4d3a-aeb2-9d72acf52162 · outbound

This paper cites DEPAS: De-novo Pathology Semantic Masks using a Generative Model.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation DEPAS: De-novo Pathology Semantic Masks using a Generative Model

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:21:51.163493Z

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Observation 46a623c5-4c24-4c52-83ad-5143babf71a1 · outbound

This paper cites PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:21:51.146893Z

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Observation f853c6e9-7030-4229-904b-ad15085e5c96 · outbound

This paper cites Training generative adversarial networks with limited data,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Training generative adversarial networks with limited data,

Reference 35

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Observation adfcdcb4-13fa-4ed1-8b3e-2d0d13b6da79 · outbound

This paper cites Brecahad: a dataset for breast cancer histopathological annotation and diagnosis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Brecahad: a dataset for breast cancer histopathological annotation and diagnosis,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.493536Z

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Observation d8edf611-b0fa-42fa-9aaf-34488c300a24 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation LLaMA: Open and Efficient Foundation Language Models

Reference 37

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Observation 49bed512-04b0-4040-98d1-5eb84b9a02d7 · outbound

This paper cites Palm: Scaling language modeling with pathways,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Palm: Scaling language modeling with pathways,

Reference 38

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Observation b034ceab-5fb5-414b-90a2-645a188f5a35 · outbound

This paper cites Poisson image editing,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Poisson image editing,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.475332Z

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Observation d48ba393-08c7-4164-9fbf-3b3297123649 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 40

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Observation d0d0e93e-bb31-44a2-838f-f5ab9f41efc8 · outbound

This paper cites Decoupled Weight Decay Regularization.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Decoupled Weight Decay Regularization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T20:21:51.044630Z

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Observation 2a4bfc75-6453-494a-bd5b-9bf7cfae7b88 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Pytorch: An imperative style, high-performance deep learning library,

Reference 42

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Observation 59971fe8-b7ec-4db9-9c80-ffd3606d4444 · outbound

This paper cites Evaluating kolmogorov’s distribution,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Evaluating kolmogorov’s distribution,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.454467Z

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Observation dda56b01-5ca9-45af-9f0a-72f1487f8e6e · outbound

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CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:21:51.442400Z

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Observation 8a8ed8c8-bdc2-4516-bee0-3d5bcfb71a3d · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T20:21:51.057124Z

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Observation 6c98c648-5666-4ea1-87b2-2e9b9765c13e · outbound

This paper cites Rethinking the inception architecture for computer vision,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Rethinking the inception architecture for computer vision,

Reference 46

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Observation 8fac06c3-bdb4-40a1-9cc5-2d9e58518266 · outbound

This paper cites Evaluating white matter lesion segmentations with refined sørensen-dice analysis,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Evaluating white matter lesion segmentations with refined sørensen-dice analysis,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:51.415083Z

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Observation 3152bf8b-51ac-4037-97ea-2c2e5df3ef1b · outbound

This paper cites Fast r-cnn,.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Fast r-cnn,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T20:21:51.066935Z

Source-reported events for the cited work

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Observation a39234c2-eb9b-4872-a495-7ba9d769b98e · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 49

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Prompt Mechanisms in Medical Imaging: A Comprehensive Survey cites this paper.

Prompt Mechanisms in Medical Imaging: A Comprehensive Survey CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation

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