Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:25:33.871559Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.08148.
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 2026-08-12T00:25:33.871559Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
19 of 19 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 52742f70-3921-4f6c-8ba9-884dfe765330 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Quantifyingattentionflow in transformers
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 15519ba6-94b8-4654-8506-3e631488692c · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Rudin,C.2019
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 569d5d54-474c-405d-99e1-abe847510ac1 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology These advances show that biologically informed architectures can substantially improve multi-omics modeling
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1da4ab1c-ed8a-42c5-8134-bac1a9ca831d · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Its graph architecture propagates informa- tion through promoter-to-protein routes and learns molec- ular structure through masked interaction reconstruction
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2fafc1b1-0713-4703-b0ac-87054dac4f7a · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology DoGMA introduces modality-specific expert specializa- tion into multi-omics fusion
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2db38a0a-0aca-452c-935d-db967b0a3a81 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology 2021),IGKC(Liu et al
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bf8e0a44-e76b-4eb8-93bc-b4725e90a4cc · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology 2021), RPS4Y1,COL1A2(Joshi et al
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 65a3d6aa-1091-442b-9d5c-e7944513499a · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology For each upstream driver node, we perturb the corresponding omics feature and rank downstream RNA or protein targets by the magnitude of their reconstructed response
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 773923da-cbdf-4d97-a321-93840ff1d88e · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Attention is all you need.Advances in neural information processing systems,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2776fb22-1012-44e8-a201-b8d00f17eecb · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 961afa5f-1d27-4fa9-b539-0bd2d376c2d2 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology MOGONETintegratesmulti-omics data using graph convolutional networks allowing patient classification and biomarker identification.Nature commu- nications, 12(1):
Reference 149
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9415b7fb-44a2-4bd1-9375-e1f683ae7902 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Weretainedpatientswithpartiallyobservedmodalitysets rather than restricting the analysis to complete cases
Reference 447
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ae6b708b-061c-4764-9840-96b6a4499d03 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology InInternational conference on machine learning, 1180–1189
Reference 2015
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9d342c7f-b48d-409a-995b-d4b3d750c2fa · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Invariant Risk Minimization
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f3badc9-6a4d-4c3c-9157-f6fdf0df2076 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology BEiT: BERT Pre-Training of Image Transformers
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df55a62b-e594-4add-b538-8360a4e5a28b · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Albaradei, S.; Napolitano, F.; Thafar, M
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0d91b2c3-e357-45f4-b817-6fe1356d845e · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Neural Machine Translation by Jointly Learning to Align and Translate
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 248ea1dd-db07-4b55-87f0-837d1ad44f1b · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology CancerGenomeAtlasResearchNetwork,J.;etal.2013
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bab18ba5-29e2-4b46-9cd4-11c437860404 · outbound
DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology Unresolved cited work
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.