Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:40:57.963583Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2506.03199.
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 2026-08-07T11:40:57.963583Z
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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6c4ea2c7-7554-4dc7-945c-647209981f76 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Breast cancer, version 3.2022, nccn clinical practice guidelines in oncology,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b26e41ba-5888-4cc1-9a15-58106a14b2be · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Recommen- dations for her2 testing in breast cancer,
Reference 2
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 061f829b-b92d-490a-8bdd-52be73f6699a · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Unresolved cited work
Reference 3
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 2d002ec8-fd05-4944-a1a9-a49411c20e03 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability A novel liquid biopsy assay for detection of erbb2 (her2) amplification in circulating tumor cells (ctcs),
Reference 4
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 3bcc2db0-9cad-4fe1-8be9-b4747b6ef738 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Low-pass whole genome sequencing of circulating tumor cells to evaluate chromosomal instability in triple-negative breast cancer,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 073c0a19-0539-4285-bf64-0f9dcade9ed4 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Chromosomal instability estimation based on sequencing,
Reference 6
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 fbe198da-b540-4fdf-9262-ffd7abd28098 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Tumour heterogeneity: The key advantages of single-cell analysis,
Reference 7
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 1e881feb-1e4a-4cd0-bf6c-dcd8748d3b6d · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Single-cell circulating tumor cell analysis reveals genomic instability as a distinctive feature of aggressive prostate cancer,
Reference 8
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 8f53555f-81f9-4414-b884-addba49ce549 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Circulating tumor cell chromosomal instability and neuroendocrine phenotype by immunomorphology and poor outcomes in men with mcrpc treated with abiraterone or enzalutamide,
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 72f325a4-b73b-4699-b23f-dbe0c7610136 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Genomic instability–an evolving hallmark of cancer,
Reference 10
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 25e0acb3-3a19-4939-bf41-baf1d56f3498 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Determinants and clinical implications of chromoso- mal instability in cancer,
Reference 11
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 872d0635-22b9-4ab7-a6a2-8d4dbc7b433e · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Clonal heterogeneity and tumor evolution: Past, present, and the future,
Reference 12
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 f280b7ca-187f-4828-98b2-fdfb006a6309 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Mechanisms of genomic instability in breast cancer,
Reference 13
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 37b11ca2-4c8e-4524-992b-61fbd4e5e258 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Hallmarks of cancer: New dimensions,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcdff968-3620-435c-a7bd-21e08c5f4ff0 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Targeting cancers with chromosome instability,
Reference 15
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 56236a77-c53f-4a52-9013-3ff4f356cdad · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability A pan-cancer compendium of chromosomal instability,
Reference 16
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 82791b44-5bf3-40b3-a3db-71388bc79b64 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Oncogenic signaling pathways in the cancer genome atlas,
Reference 17
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 d954a8b8-8211-4465-883d-d55a53bc9f16 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Mechanisms and consequences of cancer genome instability: Lessons from genome sequencing studies,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e451b3b2-09d9-4418-8b44-9f26c35a4e6b · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability The role of aneuploidy in cancer evolution,
Reference 19
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 8ea3679e-d9cc-4161-8aeb-73a01bf32cd2 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Toward clinical implementation of next-generation sequencing- based genetic testing in rare diseases: Where are we?
Reference 20
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 9146d1d4-86c1-4192-b387-aecdb45bf3dc · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Machine learning in cell biology - teaching computers to recognize phenotypes,
Reference 21
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 04caa5b1-a212-4d4e-afe6-a78d2862a1d0 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability The trifecta of single-cell, systems-biology, and machine-learning approaches,
Reference 22
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 64d0ca90-cd06-4d3e-a94f-841aac1d3a8c · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Translating cancer genomics into precision medicine with artificial intelligence: Applications, challenges and future perspectives,
Reference 23
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 e12ff1c2-0017-4e7d-be36-951f291e8bce · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Informing immunotherapy with multi-omics driven machine learning,
Reference 24
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 6ab63b13-104e-4b9a-963b-8c198b759fe9 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning
Reference 25
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 5123a355-b9ce-4d17-b3f7-767ddf4139d1 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Musaelian et al., Quantum cognition machine learning: AI Needs Quantum, https://www.qognitive
Reference 26
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 b31d3195-0237-43ab-a8cb-426f217c100c · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Samson et al., Quantum cognition machine learning: Financial forecasting, Risk.net, 2024
Reference 27
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 9b6bf5e6-25ed-44ed-afb7-7cca5b628f9e · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Supervised Similarity for High-Yield Corporate Bonds with Quantum Cognition Machine Learning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a67fbd9-036b-4f13-964e-1ce9bacf572c · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Unresolved cited work
Reference 29
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 de21032e-7272-40bc-a34d-516245443dc5 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Fully automated ctc detection, segmentation and classification for multi-channel if imaging,
Reference 30
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 42d1f877-3782-41fa-8b89-cfb03f10ad55 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability [Online]
Reference 31
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 4591ea31-579a-4de0-9d92-424de40e87b1 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Visual pattern recognition by moment invariants,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38cedb13-25df-4ef8-8be0-37bab1e8272c · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Laws, Textured Image Segmentation
Reference 33
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 2dd17504-2614-4c72-922e-41834567666a · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Quantum cognition,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c1664fc-b31e-4473-819c-84687156c0d5 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Unresolved cited work
Reference 35
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 f333f80a-ed52-4032-92b4-2911a2a92a5c · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Weber and G
Reference 36
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 5f4429dc-5d83-451e-a213-4e8d475cad31 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Ai powered quantification of nuclear morphology in cancers enables prediction of genome instability and prognosis,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec7c3b3d-5abe-494c-a2fe-cf71817dffa1 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability The nuclear envelope environment and its cancer connec- tions,
Reference 38
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 08e579f7-7b40-464c-8f4b-7934905326a1 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Blue intensity matters for cell cycle profiling in fluorescence dapi-stained images,
Reference 39
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 99f98bc7-edba-4258-b42d-5b5ab715ef11 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Sites of chromosomal instability in the context of nuclear architecture and function,
Reference 40
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 67f2bf4e-d35c-421f-b657-70238ba633db · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Nuclear envelope rupture drives genome instability in cancer,
Reference 41
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 43e01d76-70d7-434e-8721-4a8a82e5fb74 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability A comparative study of texture measures with classification based on feature distributions,
Reference 42
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 5f7f5061-2049-4406-84e0-90114de83a9a · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Index for rating diagnostic tests,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2ab4fd9-355d-4371-a64f-43f326269c3b · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability The inconsistency of “optimal
Reference 44
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 85d02028-78d7-4f21-ae86-0556c3de0db5 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Causes and consequences of micronuclei,
Reference 45
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 21dd4aae-6480-4cbb-8e44-aed14bbff41b · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability G2/m-phase checkpoint adaptation and micronuclei formation as mechanisms that contribute to genomic instability in human cells,
Reference 46
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 d77a6e36-6d49-4f1d-8f27-7fc46d1fc4d9 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Comprehensive and integrated genomic characterization of adult soft tissue sarcomas,
Reference 48
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 2b4c317e-469a-475a-82e4-7c28b32eea5e · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Prognostic values of cancer associated macrophage-like cells (caml) enumeration in metastatic breast cancer,
Reference 49
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 67fbc786-97ef-4f4a-aa4e-8625b45ed1b5 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Blood-based biopsies- clinical utility beyond circulating tumor cells,
Reference 50
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 ed3aab1d-6949-474b-8345-b6aadf0d4098 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability The value of morphometry to classic prognostica- tors in breast cancer,
Reference 51
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 db63ad38-b2fc-410c-8d63-dbec618b0a34 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Correlation of nuclear morphometry with progression of breast cancer,
Reference 52
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 b8988c26-b2eb-4486-8296-a4fa8f998f6e · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Nucleus, nuclear structure, and nuclear functions: Pathogenesis of nuclear abnormalities in cancer,
Reference 53
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 4205bc48-9604-4021-aa3e-af3fa688beb0 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Challenges in circulating tumour cell research,
Reference 54
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 6ecfe09f-5ae3-40ad-a6cf-93253d8ceda2 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability A conduit to metastasis: Circulating tumor cell biology,
Reference 55
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 5147ef58-2039-457d-8387-26789a0dcae9 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Biology, detection, and clinical implications of circulating tumor cells,
Reference 56
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 ea77db8c-3a10-49de-b9b0-dfbbadf829fd · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Building a two-way street between cell biology and machine learning,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b708cb9-6b6f-414b-af3d-d27a759dbae4 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Machine learning for perturbational single-cell omics,
Reference 58
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 91affbe2-1335-4d06-ac01-a177f49ee56e · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Representation learning: A review and new perspectives,
Reference 59
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 d31854cd-8dd3-4393-be5d-5d929f64c765 · outbound
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability Pan-cancer computational histopathology reveals mutations, tumor composition and progno- sis,
Reference 60
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.