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Paper Citation Record · LEDGER

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.22041.

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

pith.paper-citation-record.v1
2506.22041 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:16:17.516042Z

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Pith citing papers itemized under the disclosed page cap.

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Source: cited_works

Reference resolution

26 of 26 outbound references displayed

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External citation measurements

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Outbound references

Observation ac95e5f5-06e2-4e4a-a371-e584352c4af2 · outbound

This paper cites Lesion location and cognitive impact of cerebral small vessel disease.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Lesion location and cognitive impact of cerebral small vessel disease

Reference 1

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Observation 4f0f69f6-863f-4f0f-bfdf-501946ac4bab · outbound

This paper cites Association of stroke lesion pattern and white matter hyperintensity burden with stroke severity and outcome.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Association of stroke lesion pattern and white matter hyperintensity burden with stroke severity and outcome

Reference 2

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Observation 3b6a43c0-4d00-47e3-a77e-3b8155597c14 · outbound

This paper cites Reconsidering harbingers of dementia: progres- sion of parietal lobe white matter hyperintensities predicts alzheimer’s disease incidence.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Reconsidering harbingers of dementia: progres- sion of parietal lobe white matter hyperintensities predicts alzheimer’s disease incidence

Reference 3

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Observation 5bc2d6b7-df8e-4fdc-9869-a47a02acfdb5 · outbound

This paper cites Strate- gic white matter hyperintensity locations for cognitive im- pairment: a multicenter lesion-symptom mapping study in 3525 memory clinic patients.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Strate- gic white matter hyperintensity locations for cognitive im- pairment: a multicenter lesion-symptom mapping study in 3525 memory clinic patients

Reference 4

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Observation b09831ab-ad61-410b-89ef-1a306ed80645 · outbound

This paper cites Strategic white matter hyperintensity locations associated with post-stroke cognitive impairment: A multicenter study in 1568 stroke patients.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Strategic white matter hyperintensity locations associated with post-stroke cognitive impairment: A multicenter study in 1568 stroke patients

Reference 5

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Observation 9b37fb8e-b0bb-4c13-86aa-ea83558fc4b9 · outbound

This paper cites The clinical importance of white matter hyperintensities on brain magnetic resonance imaging: systematic review and meta-analysis.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning The clinical importance of white matter hyperintensities on brain magnetic resonance imaging: systematic review and meta-analysis

Reference 6

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Observation b8ff1aca-7bd1-4a40-b818-33098120bb1b · outbound

This paper cites White matter hyperintensities are common in midlife and al- ready associated with cognitive decline.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning White matter hyperintensities are common in midlife and al- ready associated with cognitive decline

Reference 7

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Observation 708fa4cf-37c1-474e-8e4a-b4902f1df8fe · outbound

This paper cites Small white matter lesion detection in cerebral small vessel disease.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Small white matter lesion detection in cerebral small vessel disease

Reference 8

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Observation 3f48dcd6-c8b0-48a1-9a05-64068475ea9c · outbound

This paper cites Location sensitive deep convolutional neural networks for segmentation of white matter hyperintensities.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Location sensitive deep convolutional neural networks for segmentation of white matter hyperintensities

Reference 9

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Observation 7e9bef86-d0c8-4f9d-be41-eb2191cb702b · outbound

This paper cites The impact of strategic white matter hy- perintensity lesion location on language.The American Jour- nal of Geriatric Psychiatry, 29(2):156–165, 2021.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning The impact of strategic white matter hy- perintensity lesion location on language.The American Jour- nal of Geriatric Psychiatry, 29(2):156–165, 2021

Reference 10

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Observation 657d4fd4-2076-4ace-a58e-f2ff2adf964b · outbound

This paper cites Im- provement of the image quality of t1-weighted anatomical brain scans.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Im- provement of the image quality of t1-weighted anatomical brain scans

Reference 11

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This paper cites Deep-learning-based segmentation and localization of white matter hyperintensities on mag- netic resonance images.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Deep-learning-based segmentation and localization of white matter hyperintensities on mag- netic resonance images

Reference 12

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This paper cites Standardized assessment of automatic segmentation of white matter hyperintensities and results of the wmh segmentation challenge.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Standardized assessment of automatic segmentation of white matter hyperintensities and results of the wmh segmentation challenge

Reference 13

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Observation 40f4f34a-1172-4283-b434-81eecbdd515e · outbound

This paper cites An anatomical knowledge-based mri deep learning pipeline for white matter hyperintensity quantification associated with cognitive im- pairment.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning An anatomical knowledge-based mri deep learning pipeline for white matter hyperintensity quantification associated with cognitive im- pairment

Reference 14

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Observation 20e412ad-b7aa-4cb0-bb33-4855b7f5030f · outbound

This paper cites Examining the identification of age-related atrophy between t1 and t1+ t2-flair cortical thickness measurements.Scientific reports, 9(1):11288, 2019.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Examining the identification of age-related atrophy between t1 and t1+ t2-flair cortical thickness measurements.Scientific reports, 9(1):11288, 2019

Reference 15

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Observation 9d127ffd-a49c-4fdb-aab4-45719ab5966f · outbound

This paper cites Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging

Reference 16

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This paper cites Yucca: A Deep Learning Framework For Medical Image Analysis.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Yucca: A Deep Learning Framework For Medical Image Analysis

Reference 17

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This paper cites Deep learning for localization of white matter lesions in neurological diseases.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Deep learning for localization of white matter lesions in neurological diseases

Reference 18

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This paper cites FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain

Reference 19

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This paper cites Atlas-based whole brain white matter analysis using large deformation diffeo- morphic metric mapping: application to normal elderly and alzheimer’s disease participants.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Atlas-based whole brain white matter analysis using large deformation diffeo- morphic metric mapping: application to normal elderly and alzheimer’s disease participants

Reference 20

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Observation b1bd6caf-c5d5-4400-b5c6-bfa3f4aec5eb · outbound

This paper cites Neuroradiological differentiation of white matter le- sions in patients with multiple sclerosis and fabry disease.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Neuroradiological differentiation of white matter le- sions in patients with multiple sclerosis and fabry disease

Reference 21

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Observation f39ec141-53ce-4e3e-9d03-05f214d4c8f9 · outbound

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

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning U- net: Convolutional networks for biomedical image segmen- tation

Reference 22

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Observation 7b9f6748-b5e9-4235-a1a0-f62951ed063b · outbound

This paper cites Flair*: a combined mr contrast tech- nique for visualizing white matter lesions and parenchymal veins.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Flair*: a combined mr contrast tech- nique for visualizing white matter lesions and parenchymal veins

Reference 23

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This paper cites Multi-atlas based detec- tion and localization (madl) for location-dependent quantifi- cation of white matter hyperintensities.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Multi-atlas based detec- tion and localization (madl) for location-dependent quantifi- cation of white matter hyperintensities

Reference 24

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Observation 52765ec3-ea91-4306-b2bc-61752f757743 · outbound

This paper cites Significance of white matter high intensity lesions as a predictor of stroke from arteriolosclerosis.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Significance of white matter high intensity lesions as a predictor of stroke from arteriolosclerosis

Reference 25

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This paper cites Analysis of risk factors for white matter hyperin- tensity in older adults without stroke.

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning Analysis of risk factors for white matter hyperin- tensity in older adults without stroke

Reference 26

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