Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:30:18.989807Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2508.16224.
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 2026-08-05T17:30:18.989807Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
82 of 82 outbound references displayed
External citation measurements
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Observation b2a47423-db0d-4780-add1-bafa77766ec0 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A Review of Particle Shape Effects on Material Properties for Various Engineering Applications: From Macro to Nanoscale,
Reference 1
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Observation 047ed0c6-649b-4a60-9684-914695432904 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Soil behaviour: The role of particle shape,
Reference 2
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Deep convolutional neural network for 3D mineral identification and liberation analysis,
Reference 3
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Observation c8ef860d-a34d-447b-8bae-b286994f5605 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Techniques in helical scanning, dynamic imaging and image segmentation for improved quantitative analysis with X-ray micro-CT,
Reference 4
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels 3D image segmentation for analysis of multisize particles in a packed particle bed,
Reference 5
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Observation 1d358c50-bc23-4ccd-93b3-d7447ea0fbdb · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Improved 3d image segmentation for x-ray tomographic analysis of packed particle beds,
Reference 6
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Observation 5788c6fe-d861-45a9-99b7-9d6f4f9c130c · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Uncertainty-aware particle segmentation for electron microscopy at varied length scales,
Reference 7
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Observation 4d05f3cf-59b1-4640-9906-4e59fab99bb9 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A method of blasted rock image segmentation based on improved watershed algorithm,
Reference 8
Source-reported events for the cited work
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Observation 63c2731d-0a26-42d4-9b61-7ec39ba072c7 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Improved particle separation, characterisation and analysis for ore beneficiation studies using 3d x-ray micro-computed tomography,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 474463fb-8e96-41df-b576-ab9ca8fcae65 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Particleseg3d: A scalable out-of-the-box deep learning segmentation solution for individual particle characterization from micro ct images in mineral processing and recycling,
Reference 10
Source-reported events for the cited work
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Observation e6fb30ca-1e1b-4941-99b5-37e86d1e5b50 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Cell detection and segmentation in microscopy images with improved mask r-cnn,
Reference 11
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Observation d70e8dfe-fa23-44bb-8167-669df16ef2fb · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Segment Anything for Microscopy,
Reference 12
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Observation 5ad27c01-ab2e-494f-9a40-5eecb27edc13 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Synthetic particle pack generation for augmentation and testing in geological tomographic segmentation,
Reference 13
Source-reported events for the cited work
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Observation d5157811-8b10-4dc4-b3eb-10b2a684ae2c · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Is learning the n-th thing any easier than learning the first?
Reference 14
Source-reported events for the cited work
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Observation dae78588-6167-483d-9ffc-9517fac2e300 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Segment Anything
Reference 15
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Observation 7e1d8769-d6a3-442d-b21f-f82f8039b22e · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Mask R-CNN
Reference 16
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Unavailable: canonical work link unavailable.
Observation eb5f0ca6-521b-4fa0-b6db-a2098e457b70 · outbound
Reference 17
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Observation baa62173-0b64-4aaf-8aa5-4ed82a761a24 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Ultralytics yolov8,
Reference 18
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Unavailable: canonical work link unavailable.
Observation a4ca66c0-992a-45d0-bbca-f1e7b5c4f3af · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels BioImage Model Zoo: A Community-Driven Resource for Accessible Deep Learning in BioImage Analysis,
Reference 19
Source-reported events for the cited work
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Observation 02d33e14-6df2-4940-adcb-56bcb24d41a9 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels DeepImageJ: A user-friendly environment to run deep learning models in ImageJ,
Reference 20
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Observation 89ceaa1d-71a1-4662-abe2-659287f52f2f · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels ilastik: interactive machine learning for (bio)image analysis,
Reference 21
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Observation 55b94afe-1924-4712-8576-776fb6a3d631 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Segment anything in medical images,
Reference 22
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Observation b8364952-e37b-4249-98ee-e95e1b942839 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A survey on self-supervised learning: Algorithms, applications, and future trends,
Reference 23
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Observation 78e4e9d6-2350-40e0-a3a2-536441e0805f · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Masked au- toencoders are scalable vision learners,
Reference 24
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Observation 7e7f374b-be01-45f8-9b39-fbcbe31b6e95 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Unsupervised Representation Learning by Predicting Image Rotations
Reference 25
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Observation 70dee95d-87a2-4983-bad8-a19630f413ff · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
Reference 26
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Observation 5e0593d8-fae9-45ff-afbd-ad6628dc6d60 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Contrastive learning of global and local features for medical image segmentation with limited annotations
Reference 27
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Observation 6fa3bce9-4cb7-4667-a47e-ca4a5a661e64 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Pseudo-label : The simple and efficient semi-supervised learning method for deep neural networks,
Reference 28
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Observation b9be2c78-2675-4c11-a879-705e8db65f9b · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Self-training: A survey,
Reference 29
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Observation 6688d6e8-7581-449d-a9fb-8723b883308a · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels S4L: Self-Supervised Semi-Supervised Learning,
Reference 30
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Observation a2818b4a-aa4e-4c48-866b-494b79e0ba9f · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Semi-supervised learning (chapelle, o. et al., eds.; 2006) [book reviews],
Reference 31
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Observation 44485d60-5efb-4a26-8d23-97bfef0c85ba · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Introducing Biomedisa as an open-source online platform for biomedical image segmentation,
Reference 32
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Observation 1783f888-534d-44be-a1eb-cbf3578d16ba · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A Computational Approach to Edge Detection,
Reference 33
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Observation 3289a564-01ba-483b-b0a5-83a6b3876b61 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification,
Reference 34
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Observation e7288ec5-ee37-4448-a7fc-df6979b38d4c · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Fiji: an open-source platform for biological-image analysis,
Reference 35
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Observation 42452c91-ebc9-406d-b63b-09c76be78543 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels U-Net: Convolutional Networks for Biomedical Image Segmentation,
Reference 36
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Observation c4a6ab89-8020-41a6-8e40-b5c1676a0a74 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Accurate and versatile 3D segmentation of plant tissues at cellular resolution,
Reference 37
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Deep Watershed Transform for Instance Segmentation,
Reference 38
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Observation 4595b905-3bef-4e23-b738-ecaecb203333 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Cellpose: a generalist algorithm for cellular segmentation,
Reference 39
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Observation 1635bf61-adee-4583-8847-2380e72ae499 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Microsoft COCO: Common Objects in Context
Reference 40
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Observation 9e4a0246-076f-432e-816b-ea4cef13ec24 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Imagenet: A large-scale hierarchical image database,
Reference 41
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Observation 786bfc14-e0ef-4a7c-bb6b-30026a159aff · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels You Only Look Once: Unified, Real-Time Object Detection
Reference 42
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Observation 72ef10b2-7936-49ef-9b60-c43d41833342 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A FORMAL PROOF OF THE KEPLER CONJECTURE,
Reference 43
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Observation 06021a5f-03ab-40c9-a94b-a3ebfef45792 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A quantified study of segmentation techniques on synthetic geological XRM and FIB-SEM images,
Reference 44
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correction dated 2018-09-21. Source: crossref record 10.1007/s10596-018-9780-2->10.1007/s10596-018-9768-y:correction, observed 2026-07-11T03:00:36.656083+00:00. This notice travels one citation hop only.
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Particle classification of iron ore sinter green bed mixtures by 3d x- ray microcomputed tomography and machine learning,
Reference 45
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Observation f44e0a24-e01c-4cc3-8eec-1598d462d06e · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Ore image segmentation method using U-Net and Res unet convolutional networks,
Reference 46
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Observation d31f1531-2ec6-42dd-9a0d-881930b3344b · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Multidimensional characterization of particle morphology and mineralogical composition using ct data and r- vine copulas,
Reference 47
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation,
Reference 48
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Observation d4ee29a4-79d4-44b9-9ac9-5fa34dc84232 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Unsupervised word sense disambiguation rivaling supervised methods,
Reference 49
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Text Classification from Labeled and Unlabeled Documents using EM,
Reference 50
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Self-training with noisy student improves imagenet classification,
Reference 51
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Rethinking pre-training and self-training,
Reference 52
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Unsupervised data augmentation for consistency training,
Reference 53
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Self-training for end-to-end speech recognition,
Reference 54
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Semi- supervised learning for network-based cardiac mr image segmentation,
Reference 55
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Observation 89d5cf6d-fc19-4743-b833-292f02f8c1c3 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation,
Reference 56
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Uncertainty-aware self-training for few-shot text classification,
Reference 57
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Anatomically-aware uncertainty for semi-supervised image segmentation,
Reference 58
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Fixmatch: simplifying semi- supervised learning with consistency and confidence,
Reference 59
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Observation ccd1cc0d-fcc9-47dc-b97a-8c7bf47dd961 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Flexmatch: boosting semi-supervised learning with curriculum pseudo labeling,
Reference 60
Source-reported events for the cited work
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Curriculum label- ing: Revisiting pseudo-labeling for semi-supervised learning,
Reference 61
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Observation abff04bd-99b2-4ab6-8b50-465568f8db81 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels NeTra: A toolbox for navigating large image databases,
Reference 62
Source-reported events for the cited work
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Observation 5275bed7-a13f-4ebe-9cea-c461490ecfef · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels PyCUDA and PyOpenCL: A scripting-based approach to GPU run-time code generation,
Reference 63
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Observation bd77e977-ac9d-43c5-ac6f-dd83b6f9be3a · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels SAM 2: Segment Anything in Images and Videos
Reference 64
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Observation 24b30985-d9d0-41eb-86c6-024ce159c774 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels A systematic study of the class imbalance problem in convolutional neural networks,
Reference 65
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Observation 4cc60645-07cc-44a5-a40d-ee5550b840a1 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels An FFT-based technique for translation, rotation, and scale-invariant image registration,
Reference 66
Source-reported events for the cited work
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Observation a9d78b96-0c24-42a8-8cb0-147d27ce3d52 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels nnInteractive: Redefining 3D Promptable Segmentation
Reference 67
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Observation 0357bff2-2ee2-46a2-a03e-94dba1c95168 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Techniques in high-speed imaging and X-ray micro-computed tomography for characterisation of iron ore fragmentation
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bc8a3c75-bfce-4eb1-ae0a-ae03c3e2f27b · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Space-filling x-ray source trajectories for efficient scanning in large-angle cone-beam computed tomography,
Reference 69
Source-reported events for the cited work
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels PyTorch: an imperative style, high- performance deep learning library,
Reference 70
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Observation 4d99721a-7e73-404c-a745-63c9fc41903e · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Is sam 2 better than sam in medical image segmentation?
Reference 71
Source-reported events for the cited work
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Observation f18d41b8-c3a2-4597-8ace-3b4e7679e137 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Chollet et al., “Keras,” https://keras.io, 2015
Reference 72
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels TensorFlow: a system for large-scale machine learning,
Reference 73
Source-reported events for the cited work
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Observation bbf04403-7d31-4393-8fdd-b16544637aec · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Reference 74
Source-reported events for the cited work
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Observation 73d0934c-0736-4c1f-93fb-88341f959e46 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Natural variability in bee brain size and symmetry revealed by micro-CT imaging and deep learning,
Reference 75
Source-reported events for the cited work
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Automated 3D cytoplasm segmentation in soft X-ray tomography,
Reference 76
Source-reported events for the cited work
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Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels HEDI: First- Time Clinical Application and Results of a Biomechanical Evaluation and Visualisation Tool for Incisional Hernia Repair,
Reference 77
Source-reported events for the cited work
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Observation 92c5971d-2e46-4b64-a0e5-6cb5d32464e3 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Synchrotron-based 3D X-ray computed tomography reveals root system architecture: Plastic responses to phosphorus placement,
Reference 78
Source-reported events for the cited work
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Observation ad4aa614-0ab3-4cdb-897f-713666ff8bc9 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels High-throughput phenomics of global ant biodiversity,
Reference 79
Source-reported events for the cited work
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Observation 53d9bd47-7e77-48f7-bc33-1cfffb46b027 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels 3D Slicer: A Platform for Subject-Specific Image Analysis, Visualization, and Clinical Support,
Reference 80
Source-reported events for the cited work
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Observation ad212e6c-36be-44b6-8c0f-7b7681c9b2a7 · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Matplotlib: A 2d graphics environment,
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1bc5f13c-5736-46f5-b6ee-6390db8454ae · outbound
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Available: http://ieeexplore.ieee.org/document/8099788/
Reference 2866
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.