Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:31:39.980189Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2501.15248.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:31:39.980189Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T10:36:39.661933Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T10:36:39.954323Z
36 of 36 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 49d589d8-c136-4903-ab5e-4eb1c2087a05 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Automatic pulmonary nodule detection applying deep learning or machine learning algorithms to the lidc-idri database: a systematic review
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a3fe6220-c03c-49e1-b754-8ce07071795b · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Medical image segmentation using deep learning: A survey
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a71afbdd-8673-4c57-85b5-80a7ec9bb99a · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models A review of the application of deep learning in medical image classification and segmentation
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5773a4f0-4d76-46de-ae3f-13924f67e048 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Handwritten digit recognition with a back-propagation network
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16222954-4c97-48bd-bd34-760839517c46 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Deep residual learning for image recognition
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9aec9269-4b63-4e3f-86b9-730431248688 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Novel transfer learning approach for medical imaging with limited labeled data
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ce912980-b92b-4f5b-8fd8-852c6a3ccde5 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Dense prediction and local fusion of superpixels: A framework for breast anatomy segmentation in ultrasound image with scarce data
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5894f686-787b-4fd9-b485-e426f4a37a42 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Machine learning for medical ultrasound: status, methods, and future opportunities
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7a28a93e-5d91-47ec-b1c1-63f830c313db · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models u tte, J \
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 66d68701-c92e-44a6-8422-c25e33cb8911 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Generative adversarial nets
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 927e45d0-323a-4481-afb2-4abe4bc0d064 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Denoising diffusion probabilistic models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22bc8a08-4acc-44e4-818e-7d61d7d384aa · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Gan-based synthetic medical image augmentation for increased cnn performance in liver lesion classification
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cb45eae0-d8c4-4b1a-ad01-9a85bedf88b8 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Data augmentation using generative adversarial networks (gans) for gan-based detection of pneumonia and covid-19 in chest x-ray images
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b59310e0-9b56-442a-b0e0-ebdbcb88cc7a · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Generative adversarial network in medical imaging: A review
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 16f160b4-23e4-4f7a-ac26-c712f7136364 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models 2d medical image synthesis using transformer-based denoising diffusion probabilistic model
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 51c4e921-64be-4dae-aa5b-2de903c8535b · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Improving nonalcoholic fatty liver disease classification performance with latent diffusion models
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e228cf47-3bcc-4f46-aca1-6e382c457bd8 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Noise-consistent siamese-diffusion for medical image synthesis and segmentation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e6e27512-a0da-4a17-8b8c-0078b6594061 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models On Convergence and Stability of GANs
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dcd7971-c463-488d-8d6a-6e64d4366d79 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Diffusion models beat gans on image synthesis
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a5b75af-49be-4838-82e9-627a2db5a997 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Differential data augmentation techniques for medical imaging classification tasks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 606423c5-9870-4a44-abcd-3b0a371697a0 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Medical image data augmentation: techniques, comparisons and interpretations
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d26efd26-11f9-4e52-9ecc-ee41de20bf33 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Data augmentation and transfer learning to improve generalizability of an automated prostate segmentation model
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c7769b71-31d3-4484-a550-0b0d4c442e07 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Generative adversarial networks to improve fetal brain fine-grained plane classification
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f1891295-f295-4fe6-8a64-eb2345e71cb4 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Unified brain mr-ultrasound synthesis using multi-modal hierarchical representations
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 552e5c3d-864f-45fd-ac47-93f409cdb3c1 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Automated classification of common maternal fetal ultrasound planes using multi-layer perceptron with deep feature integration
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 247db277-69a9-434a-8bdb-108bd12df066 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Standard fetal ultrasound plane classification based on stacked ensemble of deep learning models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 857d2771-03a4-4045-8159-8da00cce767d · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Automated deep bottleneck residual 82-layered architecture with bayesian optimization for the classification of brain and common maternal fetal ultrasound planes
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 41d8fa88-8a94-4e90-a514-a5b5bcbe47b6 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Transfer learning for accurate fetal organ classification from ultrasound images: a potential tool for maternal healthcare providers
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 805098e7-52c1-495d-b55e-e76fe83adb8c · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Automatic identification of fetal biometry planes from ultrasound images: An assistive tool for healthcare professionals
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1985b960-ac91-46e2-9827-88f42fb81dbf · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models A deep convolutional neural network with adaptive channel weight technique for automated identification of standard fetal biometry planes
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation abebbb90-9b0b-4523-96b4-7b7f21b78252 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1540b182-141c-4a31-80a4-f3cc22601e6c · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Densely connected convolutional networks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b0a31be9-491b-4755-81ae-2559f43168e4 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ca2541a-9c2d-4c09-be43-352cc1b1fc50 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Swin transformer: Hierarchical vision transformer using shifted windows
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b9a78bcb-e6dc-4701-892f-871c77c85b18 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models MedMamba: Vision Mamba for Medical Image Classification
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dc77f7e-7bc9-443a-87fa-57139d0f33a2 · outbound
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models Adam: A Method for Stochastic Optimization
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3890804-5a76-48ac-97fc-aa1e8af5d486 · inbound
Adaptively Distilled ControlNet: Accelerated Training and Superior Sampling for Medical Image Synthesis Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.