DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation | Paper Citation Record

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This paper cites A survey on deep learning in medical image analysis,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation A survey on deep learning in medical image analysis,

Reference 1

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Observation 54309e33-cf3f-40c6-9ccb-637f0a1ffe63 · outbound

This paper cites Medical image analysis using convolutional neural net- works: a review,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Medical image analysis using convolutional neural net- works: a review,

Reference 2

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Observation 4e6db198-d03d-473d-911b-323f6b898b1d · outbound

This paper cites Self-supervised learning methods and applications in medical imaging analysis: A survey,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Self-supervised learning methods and applications in medical imaging analysis: A survey,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.800683Z

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This paper cites Medclip: Contrastive learning from unpaired medical images and text,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Medclip: Contrastive learning from unpaired medical images and text,

Reference 4

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Observation 49277c93-4338-4d93-8687-c3e4bd7d1586 · outbound

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

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation U-net: Convolutional networks for biomedical image segmentation,

Reference 5

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This paper cites Fat-net: Feature adaptive transformers for automated skin lesion segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Fat-net: Feature adaptive transformers for automated skin lesion segmentation,

Reference 6

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Observation 9a30a4de-cfb0-4e4f-8427-e7cac7cf6576 · outbound

This paper cites Swin-unet: Unet-like pure transformer for medical image segmenta- tion,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Swin-unet: Unet-like pure transformer for medical image segmenta- tion,

Reference 7

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This paper cites Transdeeplab: Convolution-free transformer- based deeplab v3+ for medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Transdeeplab: Convolution-free transformer- based deeplab v3+ for medical image segmentation,

Reference 8

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This paper cites TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Reference 9

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Observation 1c1d7b3c-e6c9-4365-acf6-a8f3c5dfed9e · outbound

This paper cites H2former: An efficient hierarchical hybrid transformer for medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation H2former: An efficient hierarchical hybrid transformer for medical image segmentation,

Reference 10

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Observation f9b10d7d-f9bf-40ef-a08f-45975db1d58c · outbound

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

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Learning transferable visual models from natural language supervision,

Reference 11

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This paper cites Vlsm-adapter: Finetuning vision-language segmentation efficiently with lightweight blocks,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Vlsm-adapter: Finetuning vision-language segmentation efficiently with lightweight blocks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.725806Z

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Observation 9c20ed03-afe6-4a07-991b-be35cc37783a · outbound

This paper cites Lvit: language meets vision transformer in medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Lvit: language meets vision transformer in medical image segmentation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.715184Z

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This paper cites Lavt: Language-aware vision transformer for referring image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Lavt: Language-aware vision transformer for referring image segmentation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.705003Z

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This paper cites Denseclip: Language-guided dense prediction with context-aware prompting,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Denseclip: Language-guided dense prediction with context-aware prompting,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.694703Z

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Observation 451c2d12-7138-4cc3-83c0-6ed25b3616aa · outbound

This paper cites From denoising training to test-time adaptation: Enhancing domain generalization for medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation From denoising training to test-time adaptation: Enhancing domain generalization for medical image segmentation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.684044Z

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Observation bd7b0c8f-2d56-4e3e-b297-d35f24d36f20 · outbound

This paper cites Enhancing the vision–language foundation model with key semantic knowledge-emphasized report refinement,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Enhancing the vision–language foundation model with key semantic knowledge-emphasized report refinement,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.673098Z

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Observation d16e039a-ae17-40b2-b274-6eac597d6192 · outbound

This paper cites Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.661575Z

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Observation bde46a2f-7c9d-4856-94b4-1e655f96fa25 · outbound

This paper cites From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation

Reference 19

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Observation fd2cfb16-9cd1-4cea-b507-4cdecf292dfa · outbound

This paper cites Medical image segmentation review: The success of u-net,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Medical image segmentation review: The success of u-net,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.650727Z

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This paper cites Dcsau-net: A deeper and more compact split-attention u-net for medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Dcsau-net: A deeper and more compact split-attention u-net for medical image segmentation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.640376Z

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This paper cites Cfformer: Cross cnn-transformer channel attention and spatial feature fusion for improved segmentation of heterogeneous medical images,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Cfformer: Cross cnn-transformer channel attention and spatial feature fusion for improved segmentation of heterogeneous medical images,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.630556Z

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This paper cites Pubmedclip: How much does clip benefit visual question answering in the medical domain?.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Pubmedclip: How much does clip benefit visual question answering in the medical domain?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.620607Z

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

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 24

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Observation 32f2d337-5e53-4a9b-9f01-4184de94c97f · outbound

This paper cites Causalclipseg: Unlocking clip’s potential in referring medical image segmentation with causal intervention,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Causalclipseg: Unlocking clip’s potential in referring medical image segmentation with causal intervention,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.610098Z

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Observation ece734c9-a86e-47d3-8a9d-ab77e2c85a2c · outbound

This paper cites Medclipseg: Probabilistic vision-language adaptation for data-efficient and generalizable medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Medclipseg: Probabilistic vision-language adaptation for data-efficient and generalizable medical image segmentation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.599559Z

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This paper cites What uncertainties do we need in bayesian deep learning for computer vision?.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation What uncertainties do we need in bayesian deep learning for computer vision?

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.589292Z

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This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Dropout as a bayesian approximation: Representing model uncertainty in deep learning,

Reference 28

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This paper cites Simple and scalable predictive uncertainty estimation using deep ensembles,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Simple and scalable predictive uncertainty estimation using deep ensembles,

Reference 29

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This paper cites Deep deterministic uncertainty: A new simple baseline,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Deep deterministic uncertainty: A new simple baseline,

Reference 30

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This paper cites Probabilistic embeddings for cross-modal retrieval,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Probabilistic embeddings for cross-modal retrieval,

Reference 31

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This paper cites Probvlm: Proba- bilistic adapter for frozen vison-language models,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Probvlm: Proba- bilistic adapter for frozen vison-language models,

Reference 32

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This paper cites Image segmentation using text and image prompts,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Image segmentation using text and image prompts,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.528968Z

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Observation 476085c2-4d15-42b8-a74e-b228a27fb62a · outbound

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

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Thyroid region prior guided attention for ultrasound segmentation of thyroid nodules,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.518247Z

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This paper cites Dataset of breast ultrasound images,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Dataset of breast ultrasound images,

Reference 35

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This paper cites Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC).

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

Reference 36

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This paper cites Kvasir-seg: A segmented polyp dataset,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Kvasir-seg: A segmented polyp dataset,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.497627Z

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This paper cites Osegnet: Operational segmentation network for covid-19 detection using chest x-ray images,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Osegnet: Operational segmentation network for covid-19 detection using chest x-ray images,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.486793Z

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This paper cites An open-access breast lesion ultrasound image database: Applicable in artificial intelligence studies,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation An open-access breast lesion ultrasound image database: Applicable in artificial intelligence studies,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.476432Z

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This paper cites Automated polyp detection in colonoscopy videos using shape and context information,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Automated polyp detection in colonoscopy videos using shape and context information,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.464991Z

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This paper cites Clip-tnseg: A multi- modal hybrid framework for thyroid nodule segmentation in ultrasound images,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Clip-tnseg: A multi- modal hybrid framework for thyroid nodule segmentation in ultrasound images,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.453205Z

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This paper cites Qwen2.5-Coder Technical Report.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Qwen2.5-Coder Technical Report

Reference 42

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This paper cites Tganet: Text-guided attention for improved polyp segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Tganet: Text-guided attention for improved polyp segmentation,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.442279Z

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This paper cites Image segmentation using text and image prompts,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Image segmentation using text and image prompts,

Reference 44

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This paper cites Ariadne’s thread: Using text prompts to improve segmentation of infected areas from chest x-ray images,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Ariadne’s thread: Using text prompts to improve segmentation of infected areas from chest x-ray images,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.424770Z

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Observation c1106333-2764-4d7b-910e-4b24f7c09401 · outbound

This paper cites Cross- modal conditioned reconstruction for language-guided medical image segmentation,.

DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation Cross- modal conditioned reconstruction for language-guided medical image segmentation,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:01:19.413243Z

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