Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision | Paper Citation Record

Observation 10a69a5d-313b-4dfc-b205-d06c97efb7b1 · outbound

This paper cites V oxelmorph: a learning framework for deformable medical image registration.IEEE transac- tions on medical imaging, 38(8):1788–1800, 2019.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision V oxelmorph: a learning framework for deformable medical image registration.IEEE transac- tions on medical imaging, 38(8):1788–1800, 2019

Reference 1

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This paper cites Rademacher and gaussian complexities: Risk bounds and structural results.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Rademacher and gaussian complexities: Risk bounds and structural results

Reference 2

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This paper cites Rep- resentation learning: A review and new perspectives.IEEE transactions on pattern analysis and machine intelligence, 35(8):1798–1828, 2013.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Rep- resentation learning: A review and new perspectives.IEEE transactions on pattern analysis and machine intelligence, 35(8):1798–1828, 2013

Reference 3

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This paper cites On the Opportunities and Risks of Foundation Models.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision On the Opportunities and Risks of Foundation Models

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This paper cites A survey of image registration tech- niques.ACM computing surveys (CSUR), 24(4):325–376,.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A survey of image registration tech- niques.ACM computing surveys (CSUR), 24(4):325–376,

Reference 5

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This paper cites Swin-unet: Unet-like pure transformer for medical image segmentation.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Swin-unet: Unet-like pure transformer for medical image segmentation

Reference 6

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This paper cites Deep clustering for unsupervised learning of visual features.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Deep clustering for unsupervised learning of visual features

Reference 7

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Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Unresolved cited work

Reference 8

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This paper cites Transunet: Rethinking the u-net architec- ture design for medical image segmentation through the lens of transformers.Medical Image Analysis, 97:103280, 2024.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Transunet: Rethinking the u-net architec- ture design for medical image segmentation through the lens of transformers.Medical Image Analysis, 97:103280, 2024

Reference 9

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This paper cites Towards a general-purpose foundation model for computational pathology.Nature Medicine, 30(3):850–862,.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Towards a general-purpose foundation model for computational pathology.Nature Medicine, 30(3):850–862,

Reference 10

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This paper cites A simple framework for contrastive learning of visual representations.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A simple framework for contrastive learning of visual representations

Reference 11

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Observation d6690078-71d7-4f90-9207-039cce0d7bce · outbound

This paper cites Exploring simple siamese representation learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Exploring simple siamese representation learning

Reference 12

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This paper cites Improved Baselines with Momentum Contrastive Learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Improved Baselines with Momentum Contrastive Learning

Reference 13

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This paper cites Pearson correlation coefficient.Noise reduction in speech processing, pages 1–4, 2009.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Pearson correlation coefficient.Noise reduction in speech processing, pages 1–4, 2009

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.926582Z

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This paper cites Dis- tributed representations of behaviour-derived object dimen- sions in the human visual system.Nature Human Behaviour, 8(11):2179–2193, 2024.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Dis- tributed representations of behaviour-derived object dimen- sions in the human visual system.Nature Human Behaviour, 8(11):2179–2193, 2024

Reference 15

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This paper cites Rethinking op- tical flow from geometric matching consistent perspective.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Rethinking op- tical flow from geometric matching consistent perspective

Reference 16

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This paper cites Partial-to- partial shape matching with geometric consistency.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Partial-to- partial shape matching with geometric consistency

Reference 17

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Observation 9b4bdbed-da6a-4b4c-b693-5123611644f3 · outbound

This paper cites Addison-Wesley Longman Publishing Co., Inc., 1987.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Addison-Wesley Longman Publishing Co., Inc., 1987

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Observation a3b47aad-3310-495c-aa90-52cb9b8a90ef · outbound

This paper cites Boot- strap your own latent: A new approach to self-supervised learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Boot- strap your own latent: A new approach to self-supervised learning

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This paper cites A basis for analyzing test-retest reliability.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A basis for analyzing test-retest reliability

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This paper cites Self-supervised learning for medical image analysis: Discriminative, restora- tive, or adversarial?Medical Image Analysis, 94:103086,.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Self-supervised learning for medical image analysis: Discriminative, restora- tive, or adversarial?Medical Image Analysis, 94:103086,

Reference 21

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Observation 11109401-a102-4dcc-8b19-c41b9cbf7bab · outbound

This paper cites Momentum contrast for unsupervised visual rep- resentation learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Momentum contrast for unsupervised visual rep- resentation learning

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This paper cites an unresolved cited work.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Unresolved cited work

Reference 23

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Observation 68b65ca3-04b7-4585-982e-54bfc36db5cd · outbound

This paper cites Meta grayscale adaptive network for 3d integrated renal structures segmen- tation.Medical Image Analysis, 71:102055, 2021.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Meta grayscale adaptive network for 3d integrated renal structures segmen- tation.Medical Image Analysis, 71:102055, 2021

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This paper cites Learning better registration to learn better few-shot medical image segmentation: Authenticity, diversity, and robustness.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Learning better registration to learn better few-shot medical image segmentation: Authenticity, diversity, and robustness

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Observation a095046d-5d47-48c5-8d25-6bc91d7d377c · outbound

This paper cites Geometric visual similarity learning in 3d medical image self-supervised pre- training.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Geometric visual similarity learning in 3d medical image self-supervised pre- training

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Observation 6254789a-910b-41ef-b1da-d12dfcabe84f · outbound

This paper cites Learning better registration to learn better few-shot medical image segmentation: Authenticity, diversity, and robustness.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Learning better registration to learn better few-shot medical image segmentation: Authenticity, diversity, and robustness

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Observation 1356b683-15e0-4b4c-9e9c-a6f622c0a11f · outbound

This paper cites Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions

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Observation 93133228-e495-45a6-82e1-13d94b7b2915 · outbound

This paper cites Homeomorphism prior for false posi- tive and negative problem in medical image dense contrastive representation learning, 2025.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Homeomorphism prior for false posi- tive and negative problem in medical image dense contrastive representation learning, 2025

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This paper cites Overdispersion: mod- els and estimation.Computational statistics & data analysis, 27(2):151–170, 1998.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Overdispersion: mod- els and estimation.Computational statistics & data analysis, 27(2):151–170, 1998

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This paper cites Deep metric learning using triplet network.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Deep metric learning using triplet network

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Observation af5ac72e-a838-4285-912b-0c94b45ea8c1 · outbound

This paper cites Automatic lung segmentation in routine imaging is primarily a data di- versity problem, not a methodology problem.European Ra- diology Experimental, 4:1–13, 2020.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Automatic lung segmentation in routine imaging is primarily a data di- versity problem, not a methodology problem.European Ra- diology Experimental, 4:1–13, 2020

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This paper cites Automated brain extraction of multisequence mri using artificial neural networks.Human brain mapping, 40(17): 4952–4964, 2019.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Automated brain extraction of multisequence mri using artificial neural networks.Human brain mapping, 40(17): 4952–4964, 2019

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This paper cites A programming language.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A programming language

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Observation 2dd2ea7b-ce8a-4915-aea9-92fd35b8297d · outbound

This paper cites Fives: A fundus image dataset for artificial intelligence based vessel segmentation.Scientific data, 9(1):475, 2022.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Fives: A fundus image dataset for artificial intelligence based vessel segmentation.Scientific data, 9(1):475, 2022

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Observation 0ccb6da4-2b2f-4f14-87a8-23da8947f0be · outbound

This paper cites Can- dishare: A resource for pediatric neuroimaging data.Neu- roinformatics, 10(3):319, 2012.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Can- dishare: A resource for pediatric neuroimaging data.Neu- roinformatics, 10(3):319, 2012

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This paper cites Identifying medical diagnoses and treatable diseases by image-based deep learning.cell, 172(5):1122–1131, 2018.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Identifying medical diagnoses and treatable diseases by image-based deep learning.cell, 172(5):1122–1131, 2018

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This paper cites Adam: A Method for Stochastic Optimization.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Adam: A Method for Stochastic Optimization

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This paper cites Local rademacher complexities and oracle inequalities in risk minimization.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Local rademacher complexities and oracle inequalities in risk minimization

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Observation e8a91dd7-0786-4dc3-9a05-a578c6293276 · outbound

This paper cites Unsupervised repre- sentation learning by predicting image rotations.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Unsupervised repre- sentation learning by predicting image rotations

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Observation 16e6622b-67b3-428e-9d27-e0ef6dba514b · outbound

This paper cites U-kan makes strong backbone for medical image segmentation and generation.arXiv preprint,.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision U-kan makes strong backbone for medical image segmentation and generation.arXiv preprint,

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This paper cites Dense seman- tic contrast for self-supervised visual representation learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Dense seman- tic contrast for self-supervised visual representation learning

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Observation 7a7f391a-4cf9-43e2-a349-03999f39619d · outbound

This paper cites Self-supervised visual representation learning for medical 17 image analysis: A comprehensive survey.Transactions on Machine Learning Research.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Self-supervised visual representation learning for medical 17 image analysis: A comprehensive survey.Transactions on Machine Learning Research

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This paper cites Cross-entropy loss functions: Theoretical analysis and applications.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Cross-entropy loss functions: Theoretical analysis and applications

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Observation 8a5f3720-ce54-4cff-a697-974a2f93ecd0 · outbound

This paper cites The parkin- son progression marker initiative (ppmi).Progress in neuro- biology, 95(4):629–635, 2011.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision The parkin- son progression marker initiative (ppmi).Progress in neuro- biology, 95(4):629–635, 2011

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.624279Z

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This paper cites Foundations of machine learning, 2018.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Foundations of machine learning, 2018

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Observation 380fd17b-7afe-4e69-8cd7-f4deadc55a2c · outbound

This paper cites Foundation models for generalist medi- cal artificial intelligence.Nature, 616(7956):259–265, 2023.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Foundation models for generalist medi- cal artificial intelligence.Nature, 616(7956):259–265, 2023

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This paper cites com Access with full downloadable image Bank.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision com Access with full downloadable image Bank

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Observation fbbbc65d-2a81-4ca0-a2d5-ceb8b1e56c54 · outbound

This paper cites Unsupervised learning of dense visual representations.Advances in Neural Infor- mation Processing Systems, 33:4489–4500, 2020.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Unsupervised learning of dense visual representations.Advances in Neural Infor- mation Processing Systems, 33:4489–4500, 2020

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.581539Z

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Observation 0c17031b-43fa-4d37-a640-37c400b2924d · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Representation Learning with Contrastive Predictive Coding

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Unavailable: canonical work link unavailable.

Observation 1589f893-2c8d-44c6-b78a-bf2def5099a3 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Dinov2: Learning robust visual features without supervision

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.571194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8522e0b6-aa52-4b0c-afaf-f38f095e4089 · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.Ad- vances in neural information processing systems, 32, 2019.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Pytorch: An im- perative style, high-performance deep learning library.Ad- vances in neural information processing systems, 32, 2019

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.559437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 46aa4395-093a-4e1c-adc7-d65308a9b580 · outbound

This paper cites Context encoders: Feature learning by inpainting.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Context encoders: Feature learning by inpainting

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.549703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7dd94508-f6d7-4790-938c-ac215c0d346b · outbound

This paper cites Fetal brain tissue annotation and segmentation challenge re- sults.Medical image analysis, 88:102833, 2023.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Fetal brain tissue annotation and segmentation challenge re- sults.Medical image analysis, 88:102833, 2023

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.538651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2c4d7d6-24b1-4054-a21f-c973a2962289 · outbound

This paper cites A new de- pendency and correlation analysis for features.IEEE Trans- actions on Knowledge and Data Engineering, 17(9):1199– 1207, 2005.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A new de- pendency and correlation analysis for features.IEEE Trans- actions on Knowledge and Data Engineering, 17(9):1199– 1207, 2005

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.527555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 213d1942-2f18-4800-ab7e-0bd0fc3b4ea7 · outbound

This paper cites Igu-aug: Information-guided unsupervised augmentation and pixel-wise contrastive learning for medical image analy- sis.IEEE Transactions on Medical Imaging, 2024.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Igu-aug: Information-guided unsupervised augmentation and pixel-wise contrastive learning for medical image analy- sis.IEEE Transactions on Medical Imaging, 2024

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.517369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16b47a2d-e493-4676-bbed-85c71f396fb4 · outbound

This paper cites Study of thoracic ct in covid-19: The stoic project.Radiology, 301(1):E361–E370,.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Study of thoracic ct in covid-19: The stoic project.Radiology, 301(1):E361–E370,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.506073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47da5efb-cfc9-48e6-930e-979779e6121e · outbound

This paper cites Convo- lutional neural network architecture for geometric matching.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Convo- lutional neural network architecture for geometric matching

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.495664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ee36a6e0-14db-4d8b-a5de-bb859649e2b4 · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision U- net: Convolutional networks for biomedical image segmen- tation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.484809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7822194d-6ec5-4fbc-93b8-2c636645ca69 · outbound

This paper cites A theoretical analy- sis of contrastive unsupervised representation learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A theoretical analy- sis of contrastive unsupervised representation learning

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.472971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb2edc3a-f013-4284-bf47-546b23606d47 · outbound

This paper cites an unresolved cited work.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:48:17.461822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 85ff368d-4632-4d17-8b89-7fb126e059e3 · outbound

This paper cites Improved deep metric learning with multi- class n-pair loss objective.Advances in neural information processing systems, 29, 2016.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Improved deep metric learning with multi- class n-pair loss objective.Advances in neural information processing systems, 29, 2016

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.449188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8bb2fe01-a81b-4aa3-89e3-4aaffe5b1cd5 · outbound

This paper cites A tutorial on distance metric learning: Mathematical founda- tions, algorithms, experimental analysis, prospects and chal- lenges.Neurocomputing, 425:300–322, 2021.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A tutorial on distance metric learning: Mathematical founda- tions, algorithms, experimental analysis, prospects and chal- lenges.Neurocomputing, 425:300–322, 2021

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.438768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 35c1c212-d1cf-4d2f-9715-44239e211ed8 · outbound

This paper cites Metrics for evaluat- ing 3d medical image segmentation: analysis, selection, and tool.BMC medical imaging, 15(1):1–28, 2015.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Metrics for evaluat- ing 3d medical image segmentation: analysis, selection, and tool.BMC medical imaging, 15(1):1–28, 2015

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.428221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ad9e198-10c0-4112-8e15-02947a685da8 · outbound

This paper cites Soft contrastive learning for visual localization.Advances in Neu- ral Information Processing Systems, 33:11119–11130, 2020.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Soft contrastive learning for visual localization.Advances in Neu- ral Information Processing Systems, 33:11119–11130, 2020

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.417052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5d8570b7-9ca5-4927-81f7-c1cbb54f36c4 · outbound

This paper cites What makes for good views for contrastive learning?Advances in Neural Infor- mation Processing Systems, 33:6827–6839, 2020.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision What makes for good views for contrastive learning?Advances in Neural Infor- mation Processing Systems, 33:6827–6839, 2020

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.405577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3797900d-33d3-4c96-892c-f71d37647512 · outbound

This paper cites Visualizing data using t-sne.Journal of machine learning research, 9 (11), 2008.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Visualizing data using t-sne.Journal of machine learning research, 9 (11), 2008

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T22:48:16.455657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 120c9983-a07c-4dbe-92bc-513de0df4cf2 · outbound

This paper cites Segmentation of anatomical structures in chest radiographs using supervised methods: a comparative study on a public database.Medical image analysis, 10(1):19–40, 2006.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Segmentation of anatomical structures in chest radiographs using supervised methods: a comparative study on a public database.Medical image analysis, 10(1):19–40, 2006

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.389147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 948bfec6-1fc2-4cad-853c-9cc3cb3c6873 · outbound

This paper cites Attention is all you need.Advances in Neural Information Processing Systems, 2017.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Attention is all you need.Advances in Neural Information Processing Systems, 2017

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.377437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6bca5ef8-fb76-4620-83c8-6dc911dc3d8a · outbound

This paper cites Stacked denoising autoencoders: Learning useful represen- tations in a deep network with a local denoising criterion.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Stacked denoising autoencoders: Learning useful represen- tations in a deep network with a local denoising criterion

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.364255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c0252feb-ebf0-4622-88e8-bb51ab6caf3a · outbound

This paper cites A foundation model for clinical-grade computational pathology and rare cancers detection.Nature medicine, pages 1–12, 2024.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A foundation model for clinical-grade computational pathology and rare cancers detection.Nature medicine, pages 1–12, 2024

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.352494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac7e7d01-39c1-4454-90f8-a6991ca284fc · outbound

This paper cites Understanding the behaviour of contrastive loss.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Understanding the behaviour of contrastive loss

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.341161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c5649454-152a-41fe-b724-1e32c3476baf · outbound

This paper cites Modet: Learning de- formable image registration via motion decomposition trans- former.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Modet: Learning de- formable image registration via motion decomposition trans- former

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.330404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d61c8da5-3658-4e20-8b59-2d0b0fc9b37b · outbound

This paper cites Understanding contrastive representation learning through alignment and uniformity on the hypersphere.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Understanding contrastive representation learning through alignment and uniformity on the hypersphere

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.317413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a9463dc3-e9f4-4f5a-bccd-2cc47226330f · outbound

This paper cites Chestx- ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Chestx- ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T22:48:17.064855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 979cbf88-82ce-426c-8402-6f602659f34d · outbound

This paper cites Densecl: A simple framework for self-supervised dense visual pre-training.Visual Informatics, 2022.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Densecl: A simple framework for self-supervised dense visual pre-training.Visual Informatics, 2022

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ffc48e5-2fbc-4d06-b984-7af10246cd3f · outbound

This paper cites Exploring set similarity for dense self-supervised rep- resentation learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Exploring set similarity for dense self-supervised rep- resentation learning

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.288408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bae2da0c-5672-4ab3-b777-af40d05dc998 · outbound

This paper cites Large-Scale 3D Medical Image Pre-training with Geometric Context Priors.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Large-Scale 3D Medical Image Pre-training with Geometric Context Priors

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Resolution: unresolved; no resolver link, observed 2026-08-06T22:48:17.073905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc44601-fca5-44c3-98e0-06cb351b7202 · outbound

This paper cites V oco: A simple- yet-effective volume contrastive learning framework for 3d medical image analysis.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision V oco: A simple- yet-effective volume contrastive learning framework for 3d medical image analysis

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.277537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5703e689-5ca5-49b3-830b-c4654ae59f23 · outbound

This paper cites Propagate yourself: Exploring pixel-level consistency for unsupervised visual representation learning.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Propagate yourself: Exploring pixel-level consistency for unsupervised visual representation learning

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.266210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6ae93dec-4dbb-4119-9b28-f73e1b298d17 · outbound

This paper cites Sam: Self-supervised learning of pixel-wise anatom- ical embeddings in radiological images.IEEE Transactions on Medical Imaging, 41(10):2658–2669, 2022.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Sam: Self-supervised learning of pixel-wise anatom- ical embeddings in radiological images.IEEE Transactions on Medical Imaging, 41(10):2658–2669, 2022

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.255150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a2b357fd-3383-4b6d-b413-bc891b557322 · outbound

This paper cites Distance metric learning: A com- prehensive survey.Michigan State Universiy, 2(2):4, 2006.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Distance metric learning: A com- prehensive survey.Michigan State Universiy, 2(2):4, 2006

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 78b4978c-66ef-4e27-b30b-89c159822412 · outbound

This paper cites From single to universal: tiny lesion detection in medical imaging.Artificial Intelligence Review, 57(8):192, 2024.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision From single to universal: tiny lesion detection in medical imaging.Artificial Intelligence Review, 57(8):192, 2024

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.232509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72b8094d-80b5-4adb-ba56-a3c58cc0ff44 · outbound

This paper cites Rethinking dice loss for medical image segmentation.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Rethinking dice loss for medical image segmentation

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.221511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c71c1201-12af-411d-80fa-2215356b9364 · outbound

This paper cites A foundation model for generalizable disease detection from retinal images.Nature, 622(7981):156–163,.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision A foundation model for generalizable disease detection from retinal images.Nature, 622(7981):156–163,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T22:48:17.095240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b27f8e52-a73d-4630-8d18-9a293aec627d · outbound

This paper cites Models genesis.Medical image analysis, 67:101840, 2021.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Models genesis.Medical image analysis, 67:101840, 2021

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.204514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d5d417d4-a878-4f50-954f-a4d116717f2c · outbound

This paper cites Rubik’s cube+: A self-supervised feature learning framework for 3d medical image analysis.Medical image analysis, 64:101746, 2020.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision Rubik’s cube+: A self-supervised feature learning framework for 3d medical image analysis.Medical image analysis, 64:101746, 2020

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.192546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4b859b3-3040-45da-98ce-c5c43e7698d8 · outbound

This paper cites The visualization of the segmentation results for the methods with the top 2 average scores in each type.

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision The visualization of the segmentation results for the methods with the top 2 average scores in each type

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:48:17.956559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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