Table 2 An overview of the LLMMs’ training format, including corpus and modality details.
Modality | Data type (Task code) | Description | Example |
|---|---|---|---|
Corpus | Textual laboratory values (A) | The laboratory examination section comprises the text description of laboratory items and the corresponding value | Free T4:1.42, TSH:1.450, HDL Cholesterol:57, BUN:22, Cholesterol T:146, Estimated GFR(MDRD):60, Glucose AC:148, ALT (SGPT):29, Uric Acid:6.5, Creatinine:1.22, K:4.5, Triglyceride:66, LDL Cholesterol:88 |
Corpus | Clinical note (B) | The notes document the patient’s chief complaint, present illness, past medical and surgical history, physical examination findings, and assessment | This is a 56-year-old male patient with underlying hypertension and gout, with ophthalmic history of left eye retinal detachment status post pars plana vitrectomy with encircling buckling in 2016. This time, he complained of right eye with floaters since 2020.10, and he came to us and retinal breaks of right eye were noted. Therefore, a focal laser was applied. However, the patient complained of progressive visual field defect and blurred vision of right eye in recent days. Upon examination, decreased right eye vision (0.1) was found. Fundus examination showed retinal detachment from the upper parts with breaks. Pars plana vitrectomy was suggested. He received surgery on 2020.12.24. After surgery, he was admitted for further treatment |
Numerical data | Laboratory values (C) | Record the biochemical data and test indicators | |
