Cryo-EM half-map independence
Research context
research method · established · As of 2026-10-10
Splitting particles into independent reconstruction/refinement halves helps detect overfitting through Fourier-shell correlation.
Key knowledge
Splitting particles into independent reconstruction/refinement halves helps detect overfitting through Fourier-shell correlation. Shared information or inappropriate processing can inflate agreement; nominal resolution does not independently validate every atomic placement or flexible region.
Conditions and scope
- Keep refinements independent where required and examine local heterogeneity; specimen selection and conformational averaging remain separate limits.
Sources · 1
References
Sources retain their recorded scope. A source link alone does not establish verification of every statement.
Evidence and review
Prevention of overfitting in cryo-EM structure determination: Independent half-data reconstruction and FSC (indexed original abstract and relevant methodological passage)
2026-10-10 · Bounded author source inspection of cryo-em half-map independence, including the stated conditions; independent branch review is recorded separately.
Entry details
Permanent link to this entry ↗- Record identity
- res-chem-independent-halfmaps
- Revision
- research.1
- Structured reference record
- Postgraduate & research reference