Paper Citation Record · LEDGER

Multi-Scale Transformer Architecture for Accurate Medical Image Classification

As of 10 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2502.06243.

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

pith.paper-citation-record.v1
2502.06243 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:19:18.656746Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

23 of 23 outbound references displayed

verified exact6
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67e5ca55-7db3-4c30-9f4e-dcfc8a4650c4 · outbound

This paper cites Skin lesion classification for melanoma using deep learning,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Skin lesion classification for melanoma using deep learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:19.212002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef583995-0d4d-45e3-b5d4-0631afe3e3c1 · outbound

This paper cites Conditional adversarial segmentation and deep learning approach for skin lesion sub-typing from dermoscopic images,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Conditional adversarial segmentation and deep learning approach for skin lesion sub-typing from dermoscopic images,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:19.106228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74c85b65-108f-428b-9992-da854289dcc2 · outbound

This paper cites Dynamic Scheduling Strategies for Resource Optimization in Computing Environments.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Dynamic Scheduling Strategies for Resource Optimization in Computing Environments

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:18.892731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04d3ab00-52a7-4ac3-8072-4e7fd749e425 · outbound

This paper cites A quantum -inspired deep learning model for skin lesion classification,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification A quantum -inspired deep learning model for skin lesion classification,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:19.024327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation deddb37c-ef9b-4687-b667-16b0d878543b · outbound

This paper cites Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:18.797111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b97fc49b-beb3-4836-b2b1-48146d0dfe5f · outbound

This paper cites Development, application and utility of a machine learning approach for melanoma and non -melanoma lesion classification using counting box fractal dimension,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Development, application and utility of a machine learning approach for melanoma and non -melanoma lesion classification using counting box fractal dimension,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.990690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da93bad9-90cd-4451-9024-c629cafa2f4e · outbound

This paper cites Comparison of Tree -Based Feature Selection Algorithms on Biological Omics Dataset,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Comparison of Tree -Based Feature Selection Algorithms on Biological Omics Dataset,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.981924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e83a6ccb-df6b-4d46-a85a-1acd69fa3bab · outbound

This paper cites Adversarial Attack Against Images Classification based on Generative Adversarial Networks.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Adversarial Attack Against Images Classification based on Generative Adversarial Networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:18.445840Z

Source-reported events for the cited work

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Observation 6f827147-e9aa-4856-85de-77bfe5ba4a41 · outbound

This paper cites Scaling -up medical vision -and- language representation learning with federated learning,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Scaling -up medical vision -and- language representation learning with federated learning,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:18.449377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f42bbc71-894b-4e70-9bf5-45547fa117fd · outbound

This paper cites Convolutional neural network classification of cancer cytopathology images: taking breast cancer as an example,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Convolutional neural network classification of cancer cytopathology images: taking breast cancer as an example,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.967194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d8ee726e-49c7-495f-9dce-17eb0479e987 · outbound

This paper cites Breast cancer image classification method based on deep transfer learning,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Breast cancer image classification method based on deep transfer learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.956739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8c433e0-57d9-4f71-8433-a67efa41a3b2 · outbound

This paper cites Performance Boost in Deep Neural Networks: Improved ResNext50 for Complex Image Datasets,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Performance Boost in Deep Neural Networks: Improved ResNext50 for Complex Image Datasets,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.947061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c6ad87b0-9e0e-4941-b14f-18b79a628f94 · outbound

This paper cites Mining Multimodal Data with Sparse Decomposition and Adaptive Weighting,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Mining Multimodal Data with Sparse Decomposition and Adaptive Weighting,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:18.462881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db69827-6ecb-4109-b6ff-002784a7267f · outbound

This paper cites Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:18.737208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32d1a750-0460-42eb-b7ae-a936708cc833 · outbound

This paper cites A Matrix Logic Approach to Efficient Frequent Itemset Discovery in Large Data Sets.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification A Matrix Logic Approach to Efficient Frequent Itemset Discovery in Large Data Sets

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:18.724208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c17d0bb6-4954-46f2-8f5a-47f8c45fc28a · outbound

This paper cites Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:18.711501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 45e9de05-5389-4aef-b621-e44cd85e3626 · outbound

This paper cites Contextual Analysis Using Deep Learning for Sensitive Information Detection,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Contextual Analysis Using Deep Learning for Sensitive Information Detection,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.931893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 557743bf-b57e-4070-85b0-56cdffbb9e76 · outbound

This paper cites Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:18.583647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328661ed-1577-499c-adb3-d78b4ea74dfe · outbound

This paper cites Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:18.586735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539dc2a8-7b17-4d80-9377-00b5a030c599 · outbound

This paper cites Survival prediction across diverse cancer types using neural networks.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Survival prediction across diverse cancer types using neural networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.922486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb88d5b3-5dd0-4029-a14a-6ec18d07e256 · outbound

This paper cites Transformers in vision: A survey,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Transformers in vision: A survey,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.913118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 141ae286-eafa-4bb3-a8eb-880ba5b7bfba · outbound

This paper cites Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:18.683051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d7bb907-0045-4864-bda8-11659a2afb07 · outbound

This paper cites SE -ResNeXt-50-CNN: A Deep Learning Model for Lung Cancer Classification,.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification SE -ResNeXt-50-CNN: A Deep Learning Model for Lung Cancer Classification,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:18.903724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.