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Paper Citation Record · LEDGER

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods

As of 23 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.04881.

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

pith.paper-citation-record.v1
2507.04881 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:41:50.491355Z

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.

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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 18df305e-2eea-46d8-8298-2affb0a3f72c · outbound

This paper cites Dadario, Bledi Brahimaj, Jacky Yeung, and Michael E.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Dadario, Bledi Brahimaj, Jacky Yeung, and Michael E

Reference 1

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Observation 48fd4df8-ad2e-4005-af02-537075add73e · outbound

This paper cites Perioperative and postoperative quality of life in patients with glioma–a longitudinal cohort study.World neurosurgery, 117:e465–e474, 2018.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Perioperative and postoperative quality of life in patients with glioma–a longitudinal cohort study.World neurosurgery, 117:e465–e474, 2018

Reference 2

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Observation ff4d4bc7-f56d-4a1f-8dfe-b2623b6731c3 · outbound

This paper cites Principal component analysis.Nature Reviews Methods Primers, 2(1):100, 2022.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Principal component analysis.Nature Reviews Methods Primers, 2(1):100, 2022

Reference 3

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Observation de2c0fda-2c88-44e8-94fb-eaf94c1208fe · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 4

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Observation 958a32fe-b561-4186-9f62-b0f3700a202b · outbound

This paper cites Computational approaches to explainable artificial intelligence: advances in theory, applica- tions and trends.Information Fusion, 100:101945, 2023.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Computational approaches to explainable artificial intelligence: advances in theory, applica- tions and trends.Information Fusion, 100:101945, 2023

Reference 5

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Observation 257675ca-4ffb-4523-8804-77b1e05fb876 · outbound

This paper cites Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks, 2025.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks, 2025

Reference 6

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Observation a7b70d5c-fd28-4eb0-9286-24631020ca4f · outbound

This paper cites an unresolved cited work.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation 42b0b973-545e-4f30-b90c-75c2628e89ae · outbound

This paper cites Routine ICU surveillance after brain tumor surgery: Patient selection using machine learning.Journal of Clinical Medicine, 13(19):5747, 2024.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Routine ICU surveillance after brain tumor surgery: Patient selection using machine learning.Journal of Clinical Medicine, 13(19):5747, 2024

Reference 8

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Source-reported events for the cited work

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Observation d53154fb-e75d-41fe-9c20-9bc66c35712a · outbound

This paper cites Predicting inpatient length of stay after brain tumor surgery: developing machine learning ensembles to improve predictive performance.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Predicting inpatient length of stay after brain tumor surgery: developing machine learning ensembles to improve predictive performance

Reference 9

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Observation bd61510a-0267-4535-9fe5-63daa2cfd9cb · outbound

This paper cites Evaluation and classification of the brain tumor mri using machine learning technique.Journal of Control Engineering and Applied Informatics, 21(4):12–21, 2019.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Evaluation and classification of the brain tumor mri using machine learning technique.Journal of Control Engineering and Applied Informatics, 21(4):12–21, 2019

Reference 10

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Observation 3a932602-a762-46d8-8104-628d30bfcc9c · outbound

This paper cites A deep learning approach for brain tumor classification and segmentation using a multiscale convolutional neural network.Healthcare, 9(2):153, February 2021.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods A deep learning approach for brain tumor classification and segmentation using a multiscale convolutional neural network.Healthcare, 9(2):153, February 2021

Reference 11

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Observation 9ff9ee09-3573-428b-8144-e675462b7b3b · outbound

This paper cites Pre and post operative brain tumor segmentation and classification for prolonged survival.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Pre and post operative brain tumor segmentation and classification for prolonged survival

Reference 12

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Observation 4ed5e9ca-8624-42e8-ab51-02c8770174bc · outbound

This paper cites an unresolved cited work.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Unresolved cited work

Reference 13

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Source-reported events for the cited work

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Observation 615939aa-d52b-49e9-b440-9a608f373814 · outbound

This paper cites Machine learning for grading prediction and survival analysis in high grade glioma.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Machine learning for grading prediction and survival analysis in high grade glioma

Reference 14

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Source-reported events for the cited work

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Observation c4de17d0-4c02-4241-bdd2-c0da510ff528 · outbound

This paper cites Machine learning and neurosurgical outcome prediction: a systematic review.World neurosurgery, 109:476–486, 2018.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Machine learning and neurosurgical outcome prediction: a systematic review.World neurosurgery, 109:476–486, 2018

Reference 15

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Observation 2fd05fbb-348a-443c-b49f-d68a070bbd42 · outbound

This paper cites Machine learning for predicting post-operative outcomes in meningiomas: a systematic review and meta-analysis.Acta Neurochirurgica, 166(1):1–14, 2024.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Machine learning for predicting post-operative outcomes in meningiomas: a systematic review and meta-analysis.Acta Neurochirurgica, 166(1):1–14, 2024

Reference 16

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Observation 79ac28bd-5a92-40cd-ad21-e8834e30dd4f · outbound

This paper cites Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma

Reference 17

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Observation 879d8286-6a22-44e9-80b3-07367d88f6ab · outbound

This paper cites Latent correlation representation learning for brain tumor segmentation with missing mri modalities.IEEE Transactions on Image Processing, 30:4263–4274, 2021.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Latent correlation representation learning for brain tumor segmentation with missing mri modalities.IEEE Transactions on Image Processing, 30:4263–4274, 2021

Reference 18

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Observation 227c05de-2d67-49a6-a004-ab87aea8abaa · outbound

This paper cites The explanation necessity for healthcare ai, 2024.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods The explanation necessity for healthcare ai, 2024

Reference 19

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Observation 3837877e-3f2e-46ba-a8c8-b0481e134dd1 · outbound

This paper cites Explainable artificial intelligence (xai) 2.0: A manifesto of open challenges and interdisciplinary research directions.Information Fusion, 106:102301, 2024.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Explainable artificial intelligence (xai) 2.0: A manifesto of open challenges and interdisciplinary research directions.Information Fusion, 106:102301, 2024

Reference 20

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Observation 3c4625fd-c848-4d24-bfd1-30665fa31437 · outbound

This paper cites Explainable deep learning framework for brain tumor detection: Integrating lime, grad-cam, and shap for enhanced accuracy.Medical Engineering & Physics, page 104405, 2025.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Explainable deep learning framework for brain tumor detection: Integrating lime, grad-cam, and shap for enhanced accuracy.Medical Engineering & Physics, page 104405, 2025

Reference 21

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Observation 59a38427-0a90-4e1d-a651-b20088a30361 · outbound

This paper cites Roth, and Daguang Xu.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Roth, and Daguang Xu

Reference 22

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Observation ca033017-4ff7-4b44-afeb-9e23c2229a9c · outbound

This paper cites Striving for simplicity: The all convolutional net, 2015.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Striving for simplicity: The all convolutional net, 2015

Reference 23

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Observation 0f1b4770-86c9-4b8d-9a98-0437d8a21904 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization.International Journal of Computer Vision, 128(2):336–359, October 2019.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Grad-cam: Visual explanations from deep networks via gradient-based localization.International Journal of Computer Vision, 128(2):336–359, October 2019

Reference 24

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Observation cfa19264-9953-41f8-ba1c-25aca0d7ab3a · outbound

This paper cites A unified approach to interpreting model predictions.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods A unified approach to interpreting model predictions

Reference 25

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Observation 5ad5be7a-cdb0-4359-a2d8-12dc58c52d78 · outbound

This paper cites Axiomatic attribution for deep networks.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Axiomatic attribution for deep networks

Reference 26

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Observation b37f6e9d-5a8f-4bd9-a5ff-781d9a8767e4 · outbound

This paper cites Concise explanations of neural networks using adversarial training.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Concise explanations of neural networks using adversarial training

Reference 27

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Source-reported events for the cited work

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Observation 3ff5e165-3adc-4314-8f1a-07bd1626343e · outbound

This paper cites On the (in) fidelity and sensitivity of explanations.Advances in neural information processing systems, 32, 2019.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods On the (in) fidelity and sensitivity of explanations.Advances in neural information processing systems, 32, 2019

Reference 28

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Observation c09a7dbc-70de-440f-839f-ab0965fd30b8 · outbound

This paper cites Quantus: An explainable ai toolkit for responsible evaluation of neural network explanations and beyond.Journal of Machine Learning Research, 24(34):1–11, 2023.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Quantus: An explainable ai toolkit for responsible evaluation of neural network explanations and beyond.Journal of Machine Learning Research, 24(34):1–11, 2023

Reference 29

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Observation 40c7c797-2b80-4c08-94b5-8f553d138410 · outbound

This paper cites Bovik, H.R.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Bovik, H.R

Reference 30

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Observation 00764510-346d-443f-b500-56c922da6d17 · outbound

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

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Automated brain extraction of multisequence mri using artificial neural networks.Human brain mapping, 40(17):4952–4964, 2019

Reference 31

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Observation 2786c210-a2ed-4774-b819-c83674163dfb · outbound

This paper cites The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI

Reference 32

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no resolver link, observed 2026-08-06T19:41:50.448060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:41:50.448060Z digest=sha256:35eec936b930af25461820f04f3894fa6f91b46233d6b20f2930ffffb59dc150

Observation 00b024f1-6560-4212-9cde-764a9346c554 · outbound

This paper cites A multi-modal parcellation of human cerebral cortex.Nature, 536(7615):171–178, 2016.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods A multi-modal parcellation of human cerebral cortex.Nature, 536(7615):171–178, 2016

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.707843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation cd46b602-895d-40cf-a5f8-ddd722fcb087 · outbound

This paper cites Kingma and Jimmy Ba.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Kingma and Jimmy Ba

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:41:50.454955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:41:50.454955Z digest=sha256:bc3b83eac19b8d10dd6680eeb09b84aa87732f7097a2e77bf00603931efcfa00

Observation ec8ed7e3-6194-41e1-8455-de4782e18bb6 · outbound

This paper cites an unresolved cited work.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:41:50.686669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.458104Z digest=sha256:d8f7844485a9328b53050cd61432edcda7f857d319f74ec7eb26d40f361d0e79

Observation e08f56a8-7385-49a5-b722-3920e2619faa · outbound

This paper cites Concise Explanations of Neural Networks using Adversarial Training.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Concise Explanations of Neural Networks using Adversarial Training

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:41:50.529169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.461438Z digest=sha256:0bb611de17dac22079bc99f62c9fe8dfde6a945638d3ef5ceccc9b508f235102

Observation 8e7e85c8-ceae-48c3-a8e3-1d1ce1184c63 · outbound

This paper cites Effect of brain surgery on auditory and motor cortex activation: a preliminary functional magnetic resonance imaging study.Neurosurgery, 57(2):249–256, 2005.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Effect of brain surgery on auditory and motor cortex activation: a preliminary functional magnetic resonance imaging study.Neurosurgery, 57(2):249–256, 2005

Reference 37

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.464929Z digest=sha256:bbb32f365f41640aa8e971c1af17b3f3f098a919c79f75ecef9adac3912ddb3b

Observation 333456d6-4d5c-4501-b274-0a97906e1e0c · outbound

This paper cites The influence of frontal lobe tumors and surgical treatment on advanced cognitive functions.World Neurosurgery, 91:340–346, 2016.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods The influence of frontal lobe tumors and surgical treatment on advanced cognitive functions.World Neurosurgery, 91:340–346, 2016

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.661947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.468167Z digest=sha256:93193a669377744556529fa867f786ab88efd333f19d482cf3d3107c77e080de

Observation 70b28498-a025-4156-afee-e0de4e71948c · outbound

This paper cites Primary cognitive factors impaired after glioma surgery and associated brain regions.Behavioural neurology, 2020(1):7941689, 2020.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Primary cognitive factors impaired after glioma surgery and associated brain regions.Behavioural neurology, 2020(1):7941689, 2020

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.649817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.471624Z digest=sha256:2484dee862a52e151abca4b8f4235500ecc83bb42255c6bbcb92bd54a03b43a2

Observation 4f9436e8-4968-4e27-b474-b692ae0e7794 · outbound

This paper cites Reward- related reversal learning after surgical excisions in orbito-frontal or dorsolateral prefrontal cortex in humans.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Reward- related reversal learning after surgical excisions in orbito-frontal or dorsolateral prefrontal cortex in humans

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.637236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.475168Z digest=sha256:8cb4c9942027564f8084493b6510c5c12a7b182ede0e15e8ed99e3848d7cff17

Observation fb9e1b04-0d7e-42c5-9657-5e51b4ac3015 · outbound

This paper cites an unresolved cited work.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:41:50.622955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.478376Z digest=sha256:48620022e27a3c6c5fc3ef11763b4f6bada3e4e237f4e9edc72d6a50c20df675

Observation 87f4b125-86af-4558-8e79-30b3b6d465af · outbound

This paper cites Auditory cortical plasticity: a comparison with other sensory systems.Trends in neuro- sciences, 22(2):74–80, 1999.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Auditory cortical plasticity: a comparison with other sensory systems.Trends in neuro- sciences, 22(2):74–80, 1999

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.609903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.481693Z digest=sha256:982886312358e6953348a1414ddeab4d311391156a8ac5e88ca83c12089b23f8

Observation d45fd6d3-34f1-496c-840a-0d5c8593f9ba · outbound

This paper cites The insular lobe and brain plasticity: lessons from tumor surgery.Clinical neurology and neurosurgery, 108(6):543–548, 2006.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods The insular lobe and brain plasticity: lessons from tumor surgery.Clinical neurology and neurosurgery, 108(6):543–548, 2006

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.596428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.484791Z digest=sha256:e6cbaec7768cd7e1554bb9ff377d1902aa1213d52464ca6719fc5c4f11f65d43

Observation 593c8a26-5a4c-42a0-bddc-de1d052292b1 · outbound

This paper cites Neuroplasticity mechanisms in frontal brain gliomas: a preliminary study.Frontiers in Neurology, 13:867048, 2022.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods Neuroplasticity mechanisms in frontal brain gliomas: a preliminary study.Frontiers in Neurology, 13:867048, 2022

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.584114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.488202Z digest=sha256:275fb5194a69100a92cc162ed4246aa826d89660e36b3e791ca753ea37417513

Observation 0bf6dadb-1a73-42a9-ac0e-e6d474c9f552 · outbound

This paper cites What do we know about pre-and postoperative plasticity in patients with glioma? a review of neuroimaging and intraoperative mapping studies.NeuroImage: Clinical, 28:102435, 2020.

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods What do we know about pre-and postoperative plasticity in patients with glioma? a review of neuroimaging and intraoperative mapping studies.NeuroImage: Clinical, 28:102435, 2020

Reference 45

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verified fuzzy
raw_fallback, observed 2026-08-06T19:41:50.572584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T19:41:50.491355Z digest=sha256:408b62b12e068a227a89b268fd0e6f53ea70c07c7fe8f5be7313783575911d75

Pith citing papers

No inbound Pith citation observations are available.