Bitware News

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Methods

2026-09-13

GRIPNet: build the detector around how nodules actually look in CT

A medical imaging methods note: small pulmonary nodules show a Gaussian radial intensity prior; GRIPNet designs every module around that physics and reports strong mAP@0.5 on three public CT benchmarks.

2026-09-13

Physical Law Ecology: count the mechanisms before fitting the equation

A scientific-discovery methods paper that treats ‘how many independent laws?’ as the zeroth step — then shows multi-law fits beating single-equation symbolic regression on engineering and galactic data.

2026-09-13

SIFTING: traceable LLM extraction for lung-cancer T-staging

Self-hosted Llama extracts structured T-stage from radiology reports with source-text links — 90% accuracy vs a four-expert reference on 130 reports.

2026-09-13

Why this site exists

AI is more than a chat box on the web. Bitware News covers what the technology actually does — methods, medical ML, evaluation — with primary sources and caveats.