Paper Citation Record · LEDGER

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2507.07011.

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

pith.paper-citation-record.v1
2507.07011 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:53:05.326157Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

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

12 of 12 outbound references displayed

verified exact7
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80eca57c-47d5-4687-a640-a8227df06711 · outbound

This paper cites MRI brain tumour detection us- ing deep learning and machine learning ap- proaches.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning MRI brain tumour detection us- ing deep learning and machine learning ap- proaches

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T18:53:06.393874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe5f345b-bf49-43f8-ba9c-2c70b1b4cda8 · outbound

This paper cites Employing deep learn- ing and transfer learning for accurate brain tumour detection.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Employing deep learn- ing and transfer learning for accurate brain tumour detection

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:53:07.051312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d612fa8-1609-47fc-9c4b-ff884d705a87 · outbound

This paper cites Brain tumour detection from images and compar- ison with transfer learning methods and 3- layer CNN.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Brain tumour detection from images and compar- ison with transfer learning methods and 3- layer CNN

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T18:53:06.286706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20d56169-bd1a-48ba-97e8-80dbfa16b064 · outbound

This paper cites Brain tumor multi classification and segmentation in MRI images using deep learning.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Brain tumor multi classification and segmentation in MRI images using deep learning

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:53:06.104534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6534efdf-4a6c-40e6-8ca5-0a18ea7cc57f · outbound

This paper cites Enhancing brain tumour classification in MRI scans with a multi-layer customized convolutional neural network ap- proach.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Enhancing brain tumour classification in MRI scans with a multi-layer customized convolutional neural network ap- proach

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T18:53:06.755605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7707e9a-2bb3-408b-a68e-5c6e264775fc · outbound

This paper cites Automated brain tumour iden- tification in biomedical radiology images: A multi-model ensemble deep learning approach.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Automated brain tumour iden- tification in biomedical radiology images: A multi-model ensemble deep learning approach

Reference 6

Resolution: verified exact; doi, observed 2026-08-06T18:53:05.963359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aea485a2-5820-4e78-92de-747a16595148 · outbound

This paper cites Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:53:06.550953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fabfeebd-e664-4bf5-9131-122228142a79 · outbound

This paper cites A review of histogram equalization techniques in image enhancement application.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning A review of histogram equalization techniques in image enhancement application

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:53:06.949805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88ca404c-fed0-4e33-bda7-2be4a2b206b0 · outbound

This paper cites Comparison of Fuzzy C-Means, Fuzzy Kernel C-Means, and Fuzzy Kernel Robust C-Means to Classify Thalassemia Data.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Comparison of Fuzzy C-Means, Fuzzy Kernel C-Means, and Fuzzy Kernel Robust C-Means to Classify Thalassemia Data

Reference 9

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T18:53:05.837883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c281d2df-efdc-448f-be2c-22a86ebf404e · outbound

This paper cites Un- supervised Multiview Fuzzy C-Means Cluster- ing Algorithm.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Un- supervised Multiview Fuzzy C-Means Cluster- ing Algorithm

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T18:53:05.685435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9acda34d-b571-4c21-a2e5-f6e16b54cf51 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neu- ral networks.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Efficientnet: Rethinking model scaling for convolutional neu- ral networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:53:06.859466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6198ca2a-49a6-4cb9-8c9e-45014363d8e3 · outbound

This paper cites Potato Leaf Disease De- tection and Classification Using VGG16.

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning Potato Leaf Disease De- tection and Classification Using VGG16

Reference 12

Resolution: verified exact; doi, observed 2026-08-06T18:53:05.564806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.