Aims of EndoMineR | 1. Extraction and cleaning | i. Dusting the data | ii. Spell checking | iii.Negative phrase removal | iv. Term mapping | Sv. egregating the data | What if my data is already in columns? | Can I have an example please? | 2. Data linkage | 3. Deriving new data from what you have | i) Medication | ii) Endosccopy Event extraction | iii) Histology biopsy number extraction | iv) Histology biopsy size extraction | v) Histology type and site extraction

2. Assessment of quality functions | a) Documentation Quality | b) Endoscopic Quality | Sedation Usage | 4.Patient flow functions | Sankey plots | Circos plots

Specific diseases - Barrett's oesophagus | 1. Pre-processing Barrett's samples | a) Prague score | b) Worst pathological stage | c)Follow-up groups | 2.Quality assessment in Barrett's surveillance | Quality of perfomance of Barrett's surveillance endoscopies as just by tissue sampling

Gastroscopy | Raw datasets: