Oct 2, 2026 · The server
Homelab, part 1: the server, its storage, and its power
A Ryzen mini-ITX server in a Jonsbo N3 with 32 TB of dual-parity storage, an NVMe cache, and a UPS behind it.
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HONeYBEE: foundation model embeddings for multimodal oncology data
A publicly released framework that turns clinical text, slides, radiology and omics into patient embeddings, evaluated on 11,428 TCGA patients.
Oct 23, 2025
Consensus reasoning with local LLMs for pathology report extraction
Eleven local LLMs extract, three reasoning models grade, one adjudicates: structured, auditable data from free-text surgical pathology reports.
Dec 16, 2025
HomeLab
Notes from the server in my closet: the hardware, the storage, and the self-hosted apps that run our household.
Homelab, part 1: the server, its storage, and its power
A Ryzen mini-ITX server in a Jonsbo N3 with 32 TB of dual-parity storage, an NVMe cache, and a UPS behind it.
Oct 2, 2026
Homelab, part 2: what I self-host
Photos, media, cameras, documents and notes: the two dozen containers that replace a stack of cloud subscriptions.
Oct 2, 2026
Research
Long-form write-ups of my papers: the problem, the method, the evidence, and the caveats, with links to code and data.
HONeYBEE: foundation model embeddings for multimodal oncology data
A publicly released framework that turns clinical text, slides, radiology and omics into patient embeddings, evaluated on 11,428 TCGA patients.
Oct 23, 2025
Consensus reasoning with local LLMs for pathology report extraction
Eleven local LLMs extract, three reasoning models grade, one adjudicates: structured, auditable data from free-text surgical pathology reports.
Dec 16, 2025
EAGLE: attention fusion and attribution for cancer survival
Fusing imaging, report and clinical embeddings with cross-modal attention, then asking which modality drove each patient's risk score.
Jun 12, 2025
