Preprocessing surface EMG data removes voluntary muscle activity and enhances SPiQE fasciculation analysis.

•A novel preprocessing step removes the need for manual selection of relaxed surface EMG data.•SPiQE provides reliable fasciculation analysis from raw thirty-minute recordings in ALS.•This paves the way for clinical calibration of a potential novel biomarker of disease progression.