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Paper Citation Record · LEDGER

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI

As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:1908.04701.

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

pith.paper-citation-record.v1
1908.04701 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:38:01.821549Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

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External citation measurements

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Outbound references

Observation 7c44afdd-1726-46b3-afeb-afc55a5e7cbe · outbound

This paper cites an unresolved cited work.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Unresolved cited work

Reference 1

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Observation 420bc755-24cd-4846-a23b-da5289ba4cd3 · outbound

This paper cites Usage of bias field correction might improve the predictability of tissue intensities.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Usage of bias field correction might improve the predictability of tissue intensities

Reference 2

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Observation bb038cf8-5efd-4564-afef-03b488f5c4a0 · outbound

This paper cites Comparative analysis showed that the framework produces comparable BM -detection accuracy with the state-of -art approaches validated for significantly larger lesions.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Comparative analysis showed that the framework produces comparable BM -detection accuracy with the state-of -art approaches validated for significantly larger lesions

Reference 3

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Observation 4cc66d09-9826-412c-98ba-8e469466acb3 · outbound

This paper cites To our knowledge, no prior work focused on BM with volumes smaller than 500 mm 3.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI To our knowledge, no prior work focused on BM with volumes smaller than 500 mm 3

Reference 4

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Observation 9815cd7f-bf8a-457a-b031-fbfeb01c426b · outbound

This paper cites Computer-aided detection of metastatic brain tumors using magnetic resonance black-blood imaging,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Computer-aided detection of metastatic brain tumors using magnetic resonance black-blood imaging,

Reference 5

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Observation 5fe2322f-274b-4cf8-88a1-f18b2740c737 · outbound

This paper cites Please note that the input volume’s edge length is used in model naming, such as CropNet - mm, where is the volume’s edge length in mm.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Please note that the input volume’s edge length is used in model naming, such as CropNet - mm, where is the volume’s edge length in mm

Reference 6

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Source-reported events for the cited work

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Observation 7a5b6e62-180b-4b3b-832c-ce18f2f0418b · outbound

This paper cites Epidemiology of brain metastases,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Epidemiology of brain metastases,

Reference 7

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Source-reported events for the cited work

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Observation 93f3182e-6fc9-4095-8d9e-a3c20d6f21dd · outbound

This paper cites Computer-aided detection of brain metastases using a three -dimensional template-based matching algorithm,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Computer-aided detection of brain metastases using a three -dimensional template-based matching algorithm,

Reference 8

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Observation 2dbc7feb-3347-4502-93d0-4ee2247b36ca · outbound

This paper cites Computer-aided detection of metastatic brain tumors using automated three -dimensional template matching,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Computer-aided detection of metastatic brain tumors using automated three -dimensional template matching,

Reference 9

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Observation 59bc3153-2934-4ca1-b4d8-d6d675f92f1a · outbound

This paper cites An approach for compute r-aided detection of brain metastases in post -Gd T1-W MRI,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI An approach for compute r-aided detection of brain metastases in post -Gd T1-W MRI,

Reference 10

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Source-reported events for the cited work

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Observation 706ddd81-4399-48dc-a03b-65688fae9602 · outbound

This paper cites Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network,

Reference 11

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Observation 9441499f-9d52-4cad-814f-7c481bfcc04b · outbound

This paper cites 3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI 3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models,

Reference 12

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Observation 0f870207-721e-49f8-83e5-71e3687e4e50 · outbound

This paper cites Automated robust image segmentation: Level set method using nonnegative matrix factorization with application to brain MRI,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Automated robust image segmentation: Level set method using nonnegative matrix factorization with application to brain MRI,

Reference 13

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Observation 3aee52cf-0fde-4228-b18b-6affe1d86c96 · outbound

This paper cites The system yielded an average Dice similarity coefficient of 0.67, where the detection false- positive rate in connection to the sensitivity percentage is not reported.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI The system yielded an average Dice similarity coefficient of 0.67, where the detection false- positive rate in connection to the sensitivity percentage is not reported

Reference 14

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Source-reported events for the cited work

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Observation c901ade8-e123-46f7-b82f-697553ad389f · outbound

This paper cites Computerized detection of metastatic brain tumors on contrast- enhanced 3D MR images by using a selective enhancement filter,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Computerized detection of metastatic brain tumors on contrast- enhanced 3D MR images by using a selective enhancement filter,

Reference 15

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Observation a8b8115a-d7aa-4937-bb8c-363d415efbf1 · outbound

This paper cites Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Reference 16

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Source-reported events for the cited work

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Observation a8f9cd2d-2732-494e-a30b-d03d6eeebc30 · outbound

This paper cites Detection and segmentation of brain metastases with deep convolutional networks,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Detection and segmentation of brain metastases with deep convolutional networks,

Reference 17

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Observation b63c6c74-22d2-4420-9e4a-7c52837feca8 · outbound

This paper cites Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation,

Reference 18

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Observation 388de13a-7b36-4f17-9caa-cad339e4f35b · outbound

This paper cites A deep convolutional neural network -based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI A deep convolutional neural network -based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery,

Reference 19

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Observation 533cf8ae-3ab5-4a4e-95e0-15e246bf53f0 · outbound

This paper cites The multimodal brain tumor image segmentation benchmark (BRATS),.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI The multimodal brain tumor image segmentation benchmark (BRATS),

Reference 20

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Observation f3b953a8-43a1-4170-8f68-ee45535978eb · outbound

This paper cites Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multi-Sequence MRI.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multi-Sequence MRI

Reference 21

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Observation 4bdadbca-7ef7-40f7-a453-02a330e8016a · outbound

This paper cites Going deeper with convolutions,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Going deeper with convolutions,

Reference 22

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Observation 262d923a-6c50-40f8-8fa3-3bd677ee4ae8 · outbound

This paper cites Whole brain radiotherapy for brain metastasis,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Whole brain radiotherapy for brain metastasis,

Reference 23

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Observation 4beef227-fa3d-494c-8c72-ef3e301c2df4 · outbound

This paper cites Image matching using generalized scale -space interest points,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Image matching using generalized scale -space interest points,

Reference 24

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Observation 6ea4838a-acc8-4810-b8f2-e10924e1437a · outbound

This paper cites Scale selection properties of generalized scale- space interest point detectors,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Scale selection properties of generalized scale- space interest point detectors,

Reference 25

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Source-reported events for the cited work

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Observation 8f124912-8d01-4be7-9fea-1ef50a7f8cbe · outbound

This paper cites 3D blob based brain tumor detection and segmentation in MR images,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI 3D blob based brain tumor detection and segmentation in MR images,

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7c82e2da-c264-4b8e-ae7f-3a9f488313ae · outbound

This paper cites Machine learning and radiology,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Machine learning and radiology,

Reference 27

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Source-reported events for the cited work

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Observation b7b1c3b8-5e0d-4c62-81ed-e8d961dfac6a · outbound

This paper cites V -net: Fully convolutional neural networks for volumetric medical image segmentation,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI V -net: Fully convolutional neural networks for volumetric medical image segmentation,

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f85c55d9-243c-47b3-b60f-9c4fe226ed86 · outbound

This paper cites Discriminative unsupervised feature learning with exemplar convolutional neural networks,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Discriminative unsupervised feature learning with exemplar convolutional neural networks,

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9d5e9f8a-823b-4954-83f1-55b3c0431fb6 · outbound

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

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI U -net: Convolutional networks for biomedical image segmentation,

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 24181484-c328-4c6c-bf13-c2f015189a91 · outbound

This paper cites Best practices for convolutional neural networks appli ed to visual document analysis,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Best practices for convolutional neural networks appli ed to visual document analysis,

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9c3e8d93-a60b-4288-b0a3-ba710d25f8d9 · outbound

This paper cites Tissue-based MRI intensity standardization: Application to multicentric datasets,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Tissue-based MRI intensity standardization: Application to multicentric datasets,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e640f3d9-90a0-4f73-966d-277241506282 · outbound

This paper cites Evaluating intensity normalization on MRIs of human brain with multiple sclerosis,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Evaluating intensity normalization on MRIs of human brain with multiple sclerosis,

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2a56b06e-bed1-4d63-90af-dc6d36e78aea · outbound

This paper cites Normalization of brain magnetic resonance images using histogram even-order derivative analysis,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Normalization of brain magnetic resonance images using histogram even-order derivative analysis,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:02.084302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2c08e165-e780-4675-9452-7ff70803e762 · outbound

This paper cites Comparison between intensity normalization techniques for dynamic susceptibility contrast (DSC) -MRI estimates of cerebral blood volume (CBV) in human gliomas,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Comparison between intensity normalization techniques for dynamic susceptibility contrast (DSC) -MRI estimates of cerebral blood volume (CBV) in human gliomas,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:02.067957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.773202Z digest=sha256:9f3c56361368b13a102fd49eae7c818d61ed81f165f2cb3eb04b3db69bf5d996

Observation 6631d075-9469-49fb-8da5-1fef82d342be · outbound

This paper cites New variants of a method of MRI scale standardization,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI New variants of a method of MRI scale standardization,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:02.052621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.778127Z digest=sha256:3f49a7713e526c54f4ab4f3d0af3a2476983c5bdd434f997323925e4575dfd88

Observation c6a20e6e-4255-4786-a185-b3ed65d1ba23 · outbound

This paper cites Patch based intensity normalization of brain MR images,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Patch based intensity normalization of brain MR images,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:02.036819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.782758Z digest=sha256:7d2040f72ddd100ef577034ef6edc9598465311f535268a6236300e476c4ec0e

Observation ae28b156-0600-4bbd-98c6-0f858c0d0aca · outbound

This paper cites Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T13:38:01.787327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:38:01.787327Z digest=sha256:dfdcae7d4e3182f4a5631c764edcf50794946575d64ec0756947d046eb52a663

Observation b58388b1-bc59-4ba0-9bcc-53e1e850dbf7 · outbound

This paper cites Understanding the difficulty of training deep feedforward neural networks,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Understanding the difficulty of training deep feedforward neural networks,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:02.020544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.792377Z digest=sha256:c107d90d98896006d3cb6a26b3e49d3806d2cb34bed613333f5ab3c891e444aa

Observation dd075a05-2c73-4d34-95f6-fec4e10d74fe · outbound

This paper cites A user interface for optimizing radiologist engagement in image- data curation for artificial intelligence,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI A user interface for optimizing radiologist engagement in image- data curation for artificial intelligence,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:02.002356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.797019Z digest=sha256:3f89ba7d5a6a3d295c470286939a0be6de3a679539dea763348ec6850fe2979e

Observation 0073e897-8c49-4edd-b58e-07afdcac44ad · outbound

This paper cites Mutual - information-based registration of medical images: A survey,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Mutual - information-based registration of medical images: A survey,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:01.984702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.802334Z digest=sha256:06c6cd70f135952418fd235e1faaf1f293dc3d170fcb84b39ce59c7e60882453

Observation fe79abe1-92f5-45b2-a4cb-f80d2e8988ed · outbound

This paper cites Machine learning for medical imagin g,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Machine learning for medical imagin g,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:01.968593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.806988Z digest=sha256:e9af1428b8d986ee309d8785117b4e0a47f337778b58b048a74866805f587cb6

Observation 588bf3f4-05f3-4b4e-97cf-b1cb505d1f3b · outbound

This paper cites Hyperparameter importance across datasets,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Hyperparameter importance across datasets,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:01.952831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.812058Z digest=sha256:cb9c07a94d5e3348e2152739d4da64bc370e162a6a2fd452a8a9ee305d68f046

Observation 0fead425-2f16-468a-aed1-091eee83f4e6 · outbound

This paper cites Me trics for evaluating 3D medical image segmentation: Analysis, selection, and tool,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Me trics for evaluating 3D medical image segmentation: Analysis, selection, and tool,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:01.936690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.817074Z digest=sha256:f3947e4e3707ea80cf6bcd299a689a46cd747d55aa6d6de281c3be92a1597618

Observation 4bf75d58-b008-4795-9025-fd206ce92540 · outbound

This paper cites Kernel Density Estimation and Classification,.

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI Kernel Density Estimation and Classification,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:38:01.920736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:38:01.821549Z digest=sha256:49dae3c377bbaca2736c4f35283d532f6231d8f520eb41758c66249f090ebe14

Pith citing papers

No inbound Pith citation observations are available.