Multimodal Medical Image Binding via Shared Text Embeddings | Paper Citation Record

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This paper cites an unresolved cited work.

Multimodal Medical Image Binding via Shared Text Embeddings Unresolved cited work

Reference 1

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Observation ce99b672-e3e6-48c9-9de1-1615c5244eca · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

Multimodal Medical Image Binding via Shared Text Embeddings Publicly Available Clinical BERT Embeddings

Reference 2

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This paper cites Prior: Prototype representation joint learning from medical images and reports.

Multimodal Medical Image Binding via Shared Text Embeddings Prior: Prototype representation joint learning from medical images and reports

Reference 3

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Observation 46ce62b0-0ae5-43a1-8a48-43102b376823 · outbound

This paper cites Quantifying tumour heterogeneity in 18 f-fdg pet/ct imaging by texture analysis.

Multimodal Medical Image Binding via Shared Text Embeddings Quantifying tumour heterogeneity in 18 f-fdg pet/ct imaging by texture analysis

Reference 4

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This paper cites As- sessment of tumor heterogeneity: an emerging imaging tool for clinical practice? Insights into imaging , 3:573–589,.

Multimodal Medical Image Binding via Shared Text Embeddings As- sessment of tumor heterogeneity: an emerging imaging tool for clinical practice? Insights into imaging , 3:573–589,

Reference 5

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Observation 46f73411-55ed-4a4a-a01b-d3054b10a814 · outbound

This paper cites Feedback on a publicly distributed image database: the messidor database.

Multimodal Medical Image Binding via Shared Text Embeddings Feedback on a publicly distributed image database: the messidor database

Reference 6

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This paper cites Maskclip: Masked self- distillation advances contrastive language-image pretraining.

Multimodal Medical Image Binding via Shared Text Embeddings Maskclip: Masked self- distillation advances contrastive language-image pretraining

Reference 7

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This paper cites Machine-learning-based multiple abnor- mality prediction with large-scale chest computed tomogra- phy volumes.

Multimodal Medical Image Binding via Shared Text Embeddings Machine-learning-based multiple abnor- mality prediction with large-scale chest computed tomogra- phy volumes

Reference 8

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Observation 2e2103d0-b7b1-4f1d-8a36-54d584eac352 · outbound

This paper cites Medbind: Unifying language and multimodal medi- cal data embeddings.

Multimodal Medical Image Binding via Shared Text Embeddings Medbind: Unifying language and multimodal medi- cal data embeddings

Reference 9

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Observation e212226b-ed90-4234-b563-ccc31d869bdb · outbound

This paper cites Imagebind: One embedding space to bind them all.

Multimodal Medical Image Binding via Shared Text Embeddings Imagebind: One embedding space to bind them all

Reference 10

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Observation 2ecf5005-61b1-4cf2-8cba-dd469c480040 · outbound

This paper cites Anal cancer: Esmo–esso–estro clinical practice guidelines for diagnosis, treatment and follow-up.

Multimodal Medical Image Binding via Shared Text Embeddings Anal cancer: Esmo–esso–estro clinical practice guidelines for diagnosis, treatment and follow-up

Reference 11

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Observation 030b3eb2-0171-4d37-b79d-953def436cbe · outbound

This paper cites Mimic-iv-ecg: Diagnostic electrocardio- gram matched subset.

Multimodal Medical Image Binding via Shared Text Embeddings Mimic-iv-ecg: Diagnostic electrocardio- gram matched subset

Reference 12

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This paper cites A foundation model utiliz- ing chest ct volumes and radiology reports for supervised- level zero-shot detection of abnormalities.

Multimodal Medical Image Binding via Shared Text Embeddings A foundation model utiliz- ing chest ct volumes and radiology reports for supervised- level zero-shot detection of abnormalities

Reference 13

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This paper cites Distilling the Knowledge in a Neural Network.

Multimodal Medical Image Binding via Shared Text Embeddings Distilling the Knowledge in a Neural Network

Reference 14

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This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Multimodal Medical Image Binding via Shared Text Embeddings LoRA: Low-Rank Adaptation of Large Language Models

Reference 15

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Observation d518a5bd-71cb-4abb-af8f-9047b30567f1 · outbound

This paper cites Gloria: A multimodal global-local represen- tation learning framework for label-efficient medical image recognition.

Multimodal Medical Image Binding via Shared Text Embeddings Gloria: A multimodal global-local represen- tation learning framework for label-efficient medical image recognition

Reference 16

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Observation 8d6f62a4-d112-422e-8046-e84f4c6cde0a · outbound

This paper cites A visual–language foundation model for pathology image analysis using medical twitter.

Multimodal Medical Image Binding via Shared Text Embeddings A visual–language foundation model for pathology image analysis using medical twitter

Reference 17

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Observation 9b423863-73c6-4bf5-95e5-210a87f9179c · outbound

This paper cites Modern diagnostic imaging technique applications and risk factors in the medical field: a review.

Multimodal Medical Image Binding via Shared Text Embeddings Modern diagnostic imaging technique applications and risk factors in the medical field: a review

Reference 18

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Observation ded1b7af-33e8-4163-a2bb-da694b10b94d · outbound

This paper cites Quilt-1m: One million image-text pairs for histopathology, 2023.

Multimodal Medical Image Binding via Shared Text Embeddings Quilt-1m: One million image-text pairs for histopathology, 2023

Reference 19

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Observation 4e83ab8b-6d5c-45c8-90d9-3065a3ae8128 · outbound

This paper cites Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison.

Multimodal Medical Image Binding via Shared Text Embeddings Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison

Reference 20

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Observation 4080a1aa-4628-45d0-86f8-72a82dbc1432 · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

Multimodal Medical Image Binding via Shared Text Embeddings TinyBERT: Distilling BERT for Natural Language Understanding

Reference 21

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This paper cites UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities.

Multimodal Medical Image Binding via Shared Text Embeddings UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 22

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Observation f8a10ad9-d40b-4084-9a7b-f2bffef89512 · outbound

This paper cites Deep learning for the detection of anatomical tissue structures and neoplasms of the skin on scanned histopathological tissue sections.

Multimodal Medical Image Binding via Shared Text Embeddings Deep learning for the detection of anatomical tissue structures and neoplasms of the skin on scanned histopathological tissue sections

Reference 23

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Observation 53e2af40-21f9-4ce2-9e42-45112e49afd9 · outbound

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

Multimodal Medical Image Binding via Shared Text Embeddings Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 24

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Observation a3a7d4ea-a431-4436-83b4-1b4814b43963 · outbound

This paper cites Grounded language-image pre-training.

Multimodal Medical Image Binding via Shared Text Embeddings Grounded language-image pre-training

Reference 25

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Observation 83c4146b-8fd8-449f-8339-29891922cb16 · outbound

This paper cites Scaling language-image pre-training via masking.

Multimodal Medical Image Binding via Shared Text Embeddings Scaling language-image pre-training via masking

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.947249Z

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Observation b61553ce-be21-4dc5-a5dd-d866c8913189 · outbound

This paper cites Retinal vascular imaging: a new tool in microvascular dis- ease research.

Multimodal Medical Image Binding via Shared Text Embeddings Retinal vascular imaging: a new tool in microvascular dis- ease research

Reference 27

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Observation f13e95e5-2c43-44a4-bf8f-e39f7f481800 · outbound

This paper cites An Open Access Database for Evaluating the Algorithms of Electro- cardiogram Rhythm and Morphology Abnormality Detec- tion.

Multimodal Medical Image Binding via Shared Text Embeddings An Open Access Database for Evaluating the Algorithms of Electro- cardiogram Rhythm and Morphology Abnormality Detec- tion

Reference 28

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Observation 1051f69d-4bd5-4c6c-b79a-e43544e24243 · outbound

This paper cites Cells, tissues, and disease: principles of general pathology.

Multimodal Medical Image Binding via Shared Text Embeddings Cells, tissues, and disease: principles of general pathology

Reference 29

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Observation e01d9072-9b35-4f11-8bd5-1f90b2c443e9 · outbound

This paper cites Electrocardiography.

Multimodal Medical Image Binding via Shared Text Embeddings Electrocardiography

Reference 30

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This paper cites Im- proved knowledge distillation via teacher assistant.

Multimodal Medical Image Binding via Shared Text Embeddings Im- proved knowledge distillation via teacher assistant

Reference 31

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Observation 61ac73ff-cec3-4e06-a279-72d73ce972b4 · outbound

This paper cites Slip: Self-supervision meets language-image pre- training.

Multimodal Medical Image Binding via Shared Text Embeddings Slip: Self-supervision meets language-image pre- training

Reference 32

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Observation e06a81aa-6d90-41a8-a021-55becbc681c8 · outbound

This paper cites Imaging biomarker roadmap for cancer studies.

Multimodal Medical Image Binding via Shared Text Embeddings Imaging biomarker roadmap for cancer studies

Reference 33

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Observation e1fa2ad1-3acb-42d6-8f84-8f7c99a61c8b · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Multimodal Medical Image Binding via Shared Text Embeddings Learning transferable visual models from natural language supervi- sion

Reference 34

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Observation 952d8afa-902e-434b-be2e-d8d09cb1c225 · outbound

This paper cites Computed tomography: revolutionizing the practice of medicine for 40 years.

Multimodal Medical Image Binding via Shared Text Embeddings Computed tomography: revolutionizing the practice of medicine for 40 years

Reference 35

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Observation 5d047baa-8550-4eeb-97f9-372bf9e4aeff · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Multimodal Medical Image Binding via Shared Text Embeddings DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 36

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This paper cites Going deeper through the gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detec- tion.

Multimodal Medical Image Binding via Shared Text Embeddings Going deeper through the gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detec- tion

Reference 37

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Observation 738bc5d4-ed0c-4ce8-8fd7-42e12cc7b87f · outbound

This paper cites A foundation language-image model of the retina (flair): Encoding expert knowledge in text supervision.

Multimodal Medical Image Binding via Shared Text Embeddings A foundation language-image model of the retina (flair): Encoding expert knowledge in text supervision

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.477769Z

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This paper cites DeCLIP: Decoding CLIP representations for deepfake localization.

Multimodal Medical Image Binding via Shared Text Embeddings DeCLIP: Decoding CLIP representations for deepfake localization

Reference 39

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This paper cites Chest radiography in general practice: indications, diagnostic yield and consequences for patient management.

Multimodal Medical Image Binding via Shared Text Embeddings Chest radiography in general practice: indications, diagnostic yield and consequences for patient management

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.448817Z

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Observation cc6787e2-c145-4f98-8c46-ba660ef126cc · outbound

This paper cites Dime-fm: Distilling multimodal and efficient foundation models.

Multimodal Medical Image Binding via Shared Text Embeddings Dime-fm: Distilling multimodal and efficient foundation models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.414765Z

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Observation 2ded2519-967f-4b8e-8505-783a05dba0c4 · outbound

This paper cites Alpha- clip: A clip model focusing on wherever you want.

Multimodal Medical Image Binding via Shared Text Embeddings Alpha- clip: A clip model focusing on wherever you want

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.389545Z

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Observation 12546e7e-d03e-4b9f-a0b7-09b0baac8979 · outbound

This paper cites Training data-efficient image transformers & distillation through at- tention.

Multimodal Medical Image Binding via Shared Text Embeddings Training data-efficient image transformers & distillation through at- tention

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.304829Z

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Observation 80e4fe9f-f65e-44b7-920e-96f50bea6fc4 · outbound

This paper cites Rotation equivariant cnns for digital pathology.

Multimodal Medical Image Binding via Shared Text Embeddings Rotation equivariant cnns for digital pathology

Reference 44

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Observation d2d7b2a7-cff7-4187-9a54-7ee9daac4154 · outbound

This paper cites Ptb-xl, a large publicly available electrocardiog- raphy dataset.

Multimodal Medical Image Binding via Shared Text Embeddings Ptb-xl, a large publicly available electrocardiog- raphy dataset

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.185702Z

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Observation a79dda0e-3ace-4242-8034-cd853e87cdb4 · outbound

This paper cites Multi-granularity cross-modal align- ment for generalized medical visual representation learn- ing.

Multimodal Medical Image Binding via Shared Text Embeddings Multi-granularity cross-modal align- ment for generalized medical visual representation learn- ing

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.152099Z

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Observation eaf857f1-b1d0-4dfd-ae4c-b65a98ce5380 · outbound

This paper cites Efficient image captioning for edge devices.

Multimodal Medical Image Binding via Shared Text Embeddings Efficient image captioning for edge devices

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.084991Z

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Observation c21021bb-2653-41a8-b8e0-5f6f0287b696 · outbound

This paper cites Tinyvit: Fast pretraining distillation for small vision transformers.

Multimodal Medical Image Binding via Shared Text Embeddings Tinyvit: Fast pretraining distillation for small vision transformers

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.968986Z

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Observation 737567ca-5d89-415e-9644-4e2d34c4fc49 · outbound

This paper cites Tinyclip: Clip dis- tillation via affinity mimicking and weight inheritance.

Multimodal Medical Image Binding via Shared Text Embeddings Tinyclip: Clip dis- tillation via affinity mimicking and weight inheritance

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.940199Z

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Observation 607a35a7-b5b9-49ce-9ee7-5ae5c8832840 · outbound

This paper cites Clip-kd: An empirical study of clip model distillation.

Multimodal Medical Image Binding via Shared Text Embeddings Clip-kd: An empirical study of clip model distillation

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.900745Z

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Observation e9b23b80-f4f9-4880-b88a-fbf865742c95 · outbound

This paper cites CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination.

Multimodal Medical Image Binding via Shared Text Embeddings CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:28:13.319921Z

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Observation e18e71dd-2079-4c9d-97c5-8feaabc0f774 · outbound

This paper cites FILIP: Fine-grained Interactive Language-Image Pre-Training.

Multimodal Medical Image Binding via Shared Text Embeddings FILIP: Fine-grained Interactive Language-Image Pre-Training

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:12.914424Z

Source-reported events for the cited work

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Observation 0826940a-6cfc-474b-8970-0b0159f5516a · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

Multimodal Medical Image Binding via Shared Text Embeddings BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:12.934924Z

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Observation 5e170c9b-916f-4727-8dee-d69fcdf9a60c · outbound

This paper cites Contrastive learning of medical visual representations from paired images and text.

Multimodal Medical Image Binding via Shared Text Embeddings Contrastive learning of medical visual representations from paired images and text

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.852122Z

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Observation e7e73ffa-5f3e-4afd-92f4-49b4fed36d9f · outbound

This paper cites Bira-net: Bilinear attention net for diabetic retinopathy grading.

Multimodal Medical Image Binding via Shared Text Embeddings Bira-net: Bilinear attention net for diabetic retinopathy grading

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.803462Z

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Observation 3cfbe601-b0a5-4254-b90c-b93fc3049210 · outbound

This paper cites CLIP in Medical Imaging: A Survey.

Multimodal Medical Image Binding via Shared Text Embeddings CLIP in Medical Imaging: A Survey

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:13.001882Z

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