Paper Citation Record · LEDGER

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis

As of 23 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.12251.

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

pith.paper-citation-record.v1
2505.12251 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:41:14.873226Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

41 of 41 outbound references displayed

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verified fuzzy22
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02de97de-3a90-4f33-90ac-6f3c3146cb0b · outbound

This paper cites Multimodal medical image fusion via laplacian pyramid and convolutional neural network reconstruction with local gradient energy strategy,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Multimodal medical image fusion via laplacian pyramid and convolutional neural network reconstruction with local gradient energy strategy,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.476662Z

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Observation 5a3b2422-1dea-4192-af52-472b670542bd · outbound

This paper cites Medical image fusion with parameter-adaptive pulse coupled neural network in nonsubsampled shearlet transform domain,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Medical image fusion with parameter-adaptive pulse coupled neural network in nonsubsampled shearlet transform domain,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.460481Z

Source-reported events for the cited work

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Observation e8000667-d739-4e1f-a3cd-84f3fa359e37 · outbound

This paper cites Multiresolution-based image fusion with additive wavelet decompo- sition,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Multiresolution-based image fusion with additive wavelet decompo- sition,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.443859Z

Source-reported events for the cited work

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Observation 09a9d641-c3b3-4ee6-9c43-5779ba07aeec · outbound

This paper cites Principal components analysis (pca),.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Principal components analysis (pca),

Reference 4

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Observation 59dbb5f8-82cc-49e8-bdb9-46e75f9a99a3 · outbound

This paper cites Image fusion using quaternion wavelet transform and multiple features,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Image fusion using quaternion wavelet transform and multiple features,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.415597Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b1929fe-b20f-4c8c-a5aa-d21b5ac70e17 · outbound

This paper cites The curvelet transform,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis The curvelet transform,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.400025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aaa8fd16-ae29-4314-9450-485d7272bc98 · outbound

This paper cites Image denoising using nonsubsampled shearlet transform and twin support vector ma- chines,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Image denoising using nonsubsampled shearlet transform and twin support vector ma- chines,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.384301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c1f0c71d-80f4-4f0b-9dad-347e131a4374 · outbound

This paper cites Sparse representation-based multi- focus image fusion method via local energy in shearlet domain,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Sparse representation-based multi- focus image fusion method via local energy in shearlet domain,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.368044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ed6c949-e716-4edb-9876-46671cae9268 · outbound

This paper cites Multi-modal medical image fusion by laplacian pyramid and adaptive sparse representation,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Multi-modal medical image fusion by laplacian pyramid and adaptive sparse representation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.722906Z

Source-reported events for the cited work

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Observation cb8f4831-04b4-4774-939f-ab7aab5010c1 · outbound

This paper cites Ifcnn: A general image fusion framework based on convolutional neural network,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Ifcnn: A general image fusion framework based on convolutional neural network,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.342499Z

Source-reported events for the cited work

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Observation 10acac18-7789-4945-b38c-a09ffa59483e · outbound

This paper cites Swinfusion: Cross-domain long-range learning for general image fusion via swin transformer,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Swinfusion: Cross-domain long-range learning for general image fusion via swin transformer,

Reference 11

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Observation d7781668-4748-48b7-9115-3b66b93bb091 · outbound

This paper cites Matr: Multimodal medical image fusion via multiscale adaptive transformer,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Matr: Multimodal medical image fusion via multiscale adaptive transformer,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.315783Z

Source-reported events for the cited work

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Observation 7a69b74c-896b-4fb2-a4c2-7c5a44a38d11 · outbound

This paper cites Ddcgan: A dual-discriminator conditional generative adversarial network for multi- resolution image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Ddcgan: A dual-discriminator conditional generative adversarial network for multi- resolution image fusion,

Reference 13

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Observation 1186ffe9-6c44-4149-96da-05eef9144d62 · outbound

This paper cites Addns: An asymmetric dual deep network with sharing mechanism for medical image fusion of ct and mr-t2,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Addns: An asymmetric dual deep network with sharing mechanism for medical image fusion of ct and mr-t2,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.289399Z

Source-reported events for the cited work

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Observation 52f0ab7a-1cf9-4d93-992b-5f2b0378151b · outbound

This paper cites A Semantic-based Medical Image Fusion Approach.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis A Semantic-based Medical Image Fusion Approach

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:41:14.954092Z

Source-reported events for the cited work

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Observation 6e48d22c-a9c2-45b6-b660-f3e5faebecdb · outbound

This paper cites Image Fusion via Vision-Language Model.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Image Fusion via Vision-Language Model

Reference 16

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Observation 7ec620de-fd5b-4f35-91af-542e4f9f0411 · outbound

This paper cites Biomedgpt: A generalist vision-language foundation model for diverse biomedical tasks,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Biomedgpt: A generalist vision-language foundation model for diverse biomedical tasks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.273442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f40fb9f-82d1-4f09-b851-51dffd1e22cc · outbound

This paper cites Unsuper- vised vision-and-language pre-training via retrieval-based multi-granular 13 alignment,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Unsuper- vised vision-and-language pre-training via retrieval-based multi-granular 13 alignment,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.257405Z

Source-reported events for the cited work

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Observation e8d1b264-56a8-4b21-8d3e-1af670b63a65 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Learning transferable visual models from natural language supervision,

Reference 19

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Observation 05528c18-7b80-40d6-8974-5c74a71abd37 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.776205Z

Source-reported events for the cited work

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Observation ad72f7c8-02c3-499e-907f-39bd440aba7c · outbound

This paper cites GPT-4 Technical Report.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis GPT-4 Technical Report

Reference 21

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Observation 1407b6b4-11f8-467f-9ea6-ff14e5d6d103 · outbound

This paper cites Learning to prompt for vision- language models,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Learning to prompt for vision- language models,

Reference 22

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Observation 8bee9675-80a6-48b4-bd1f-c50fb38c3dcb · outbound

This paper cites Promptfusion: Harmonized semantic prompt learning for infrared and visible image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Promptfusion: Harmonized semantic prompt learning for infrared and visible image fusion,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.209517Z

Source-reported events for the cited work

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Observation 64d76b06-4ae5-40c5-81ea-d2de896f94de · outbound

This paper cites Textfusion: Unveiling the power of textual semantics for controllable image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Textfusion: Unveiling the power of textual semantics for controllable image fusion,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.193702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e3141ce2-81f1-4350-a478-bbc3e2b83867 · outbound

This paper cites Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.177805Z

Source-reported events for the cited work

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Observation a88bd64b-7f4b-46a6-952a-2e0c31be766c · outbound

This paper cites Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.162132Z

Source-reported events for the cited work

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Observation 180a4908-b887-4eab-acc2-ae5e11339818 · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Restormer: Efficient transformer for high-resolution image restoration,

Reference 27

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Observation 9765838b-4b9d-4db2-8a6a-17f4fe3e1566 · outbound

This paper cites One model to edit them all: Free-form text-driven image ma- nipulation with semantic modulations,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis One model to edit them all: Free-form text-driven image ma- nipulation with semantic modulations,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.135399Z

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Observation 74a2fb1d-5f52-4cb5-8da0-144ddef8556c · outbound

This paper cites Hairclip: Design your hair by text and reference image,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Hairclip: Design your hair by text and reference image,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.118636Z

Source-reported events for the cited work

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Observation 2d1dc9b0-ae81-46aa-8c16-003f867284ba · outbound

This paper cites A semantic-driven coupled network for infrared and visible image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis A semantic-driven coupled network for infrared and visible image fusion,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.101736Z

Source-reported events for the cited work

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Observation 872f346e-97da-4750-a8ba-c1685e5aca6e · outbound

This paper cites Loss functions for image restoration with neural networks,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Loss functions for image restoration with neural networks,

Reference 31

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Source-reported events for the cited work

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Observation 082c9466-275d-419a-9796-7ba39f37a7c2 · outbound

This paper cites Diff-if: Multi-modality image fusion via diffusion model with fusion knowledge prior,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Diff-if: Multi-modality image fusion via diffusion model with fusion knowledge prior,

Reference 32

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Observation bef9f20b-6af4-4bd6-8da3-5105dc0ede32 · outbound

This paper cites Metafusion: Infrared and visible image fusion via meta-feature embedding from object detection,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Metafusion: Infrared and visible image fusion via meta-feature embedding from object detection,

Reference 33

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Source-reported events for the cited work

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Observation 48ed5af0-54cd-4942-9314-be32d61792e6 · outbound

This paper cites Equivariant multi-modality image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Equivariant multi-modality image fusion,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.056016Z

Source-reported events for the cited work

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Observation 8fca0aaf-0b77-4817-a364-398d85721ee9 · outbound

This paper cites Ddfm: denoising diffusion model for multi-modality image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Ddfm: denoising diffusion model for multi-modality image fusion,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.845904Z

Source-reported events for the cited work

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Observation 82f16801-8eff-487d-ad78-06df00cbcd38 · outbound

This paper cites U2fusion: A unified unsupervised image fusion network,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis U2fusion: A unified unsupervised image fusion network,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.029384Z

Source-reported events for the cited work

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Observation 8907bc78-5bbf-428c-83fb-20ed5bf96c5f · outbound

This paper cites Sdnet: A versatile squeeze-and-decomposition network for real-time image fusion,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Sdnet: A versatile squeeze-and-decomposition network for real-time image fusion,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.855249Z

Source-reported events for the cited work

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Observation 24df89d9-e4c9-4950-a79e-967d1483d105 · outbound

This paper cites Infrared and visible image fusion methods and applications: A survey,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Infrared and visible image fusion methods and applications: A survey,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:15.001745Z

Source-reported events for the cited work

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Observation 990824f6-4f19-437b-aef8-31b66d2ccba3 · outbound

This paper cites Detail preserved fusion of visible and infrared images using regional saliency extraction and multi-scale image decomposition,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Detail preserved fusion of visible and infrared images using regional saliency extraction and multi-scale image decomposition,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.863941Z

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Observation c66937c8-f7a7-4d2b-a0b1-d043efb3a421 · outbound

This paper cites Objective image fusion performance measure,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Objective image fusion performance measure,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.868541Z

Source-reported events for the cited work

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Observation 8aa8ae7a-6ac5-42c3-a76b-1f5a17958d69 · outbound

This paper cites Multiscale structural similarity for image quality assessment,.

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Multiscale structural similarity for image quality assessment,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:14.873226Z

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Pith citing papers

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