Bioinfo / Comp Bio / AI Methods¶
12 session transcripts (all symlinked from other topics), ~162,000 words of methods-dense content. 536 poster abstracts, ~210,000 words.
The methods slice of AACR 2026: foundation models, pipelines, benchmarks, ML/DL applications, digital pathology, agentic AI, LLMs in the clinic.
Tool dossiers¶
Some of the named tools below — CHIEF, scGPT, Geneformer, Cell2Location, etc. — have dedicated reference dossiers covering every corpus mention plus what the evidence is missing. See Tools index for the full sortable matrix.
Sessions (all symlinks)¶
Every session in this topic is the canonical transcript from another topic folder, surfaced here because of heavy methods content (ranked by "foundation model / ML / DL / algorithm / benchmark / toolkit" keyword density).
| Session | Words | Primary topic |
|---|---|---|
| AI Revolution in Cancer Research | 15,915 | Agentic AI |
| Foundation Models and Multimodal AI for Cancer Research | 11,668 | Virtual Cells |
| AI in Biomarker Discovery and Drug Development | 12,941 | Agentic AI |
| AT02: Agentic AI as the Cancer Researcher | 12,831 | Agentic AI |
| Spatial Transcriptomics & Pathology AI | 12,615 | Agentic AI |
| Agentic AI as the Oncologist | 12,023 | Agentic AI |
| Decoding Cancer's Complex Ecosystem: Pathology TME Heterogeneity | 13,534 | Single-Cell & Spatial Omics |
| 3D Tissue Imaging and Cancer | 16,035 | Single-Cell & Spatial Omics |
| Spatial Biomarkers at Single-Cell Resolution | 16,489 | Single-Cell & Spatial Omics |
| Dissecting Hematologic Malignancies at Single-Cell Resolution | 11,126 | Single-Cell & Spatial Omics |
| Spatial and Single-Cell Omics at Scale | 13,751 | Single-Cell & Spatial Omics |
| Mapping Neural-Immune Circuits: Spatial Multi-Omics | 16,508 | Single-Cell & Spatial Omics |
Posters — 536 abstracts¶
Harvested via AACR's Session endpoint (/Session/<sid>/Presentations) for 24 methods-oriented poster sessions — complete per-session coverage, not keyword-filtered.
Session families included:
- Application of Bioinformatics to Cancer Biology 1-5 (137 posters)
- Integrative Computational Approaches 1-2 (50)
- New Software Tools for Data Analysis (29), New Algorithms and Computational Methods (26)
- Network Biology and Precision Medicine (25), Computational/Technological/Mechanistic Advances (27)
- Digital Pathology 1-3 (59), Radiomics and AI in Medical Imaging (21)
- Machine Learning Approaches for Cancer Prediction (23), Machine Learning for Image Analysis (8), Deep Learning in Cancer (18)
- Large Language Models in the Clinic (25), Agentic AI in Cancer (18)
- Late-Breaking: Bioinformatics/Comp Bio/Systems Biology 1-2 (31)
- Molecular Pathology (12), Innovative Therapeutic Modalities and Translational Platforms (27)
Overlap with other topics: 157 also in Single-Cell & Spatial Omics, 43 in Virtual Cells, 24 in Clinical Trials. 351 are unique to Bioinfo / Comp Bio / AI Methods.