Published September 24, 2025
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Multimodal Dataset for Retinal Detachment Diagnosis: Ultra-Widefield Fundus Images and Patient Questionnaires from Tsukazaki Hospital (2020–2024)
Authors/Creators
Description
Summary
This dataset provides paired ultra-widefield (UWF) fundus photographs and patient questionnaire responses collected at Tsukazaki Hospital, Japan, for developing and evaluating multimodal artificial intelligence models for retinal detachment (RD) diagnosis. The release includes per-subject questionnaire data (20 binary symptom items, sex, age, and label) and per-image JPEG files named to link images with the corresponding questionnaire ID.
Commercial use—including training or fine-tuning AI models intended for commercial products or services—is strictly prohibited.
Dataset overview
- Source: Tsukazaki Hospital, Japan
- Period: 2020–2024 for RD cases; 2020–2023 for controls
- Subjects: 98 RD patients and 164 non-RD controls (total 262 subjects)
- Images: JPEG format; multiple images per subject (see File naming)
- Questionnaires: CSV format; one row per subject (ID)
Packages
- RD.zip: 442 JPEG images from 98 subjects diagnosed with retinal detachment (preprocessed as described in the manuscript currently under submission)
- non-RD.zip: 421 JPEG images from 164 control subjects (preprocessed in the same manner as RD.zip)
- questionnaire.csv: provided as a separate file in this record (one row per subject)
File naming (images)
- Pattern: {ID}_{number}_{side}.jpg
- ID: links the image to the questionnaire row
- number: per-subject sequence, zero-padded (01, 02, …). If four images were acquired for a subject, numbers range 01–04.
- side: "l" or "r" (left or right)
questionnaire.csv format
- One row per subject (ID). Suggested columns/order:
- ID, Q1–Q20, Sex, Age, label
- Coding:
- Symptom items (Q1–Q20): 1 = yes (symptom present), 0 = no (symptom absent)
- Sex: 0 = male, 1 = female
- Age: integer (years)
- label: 1 = RD, 0 = non-RD
Symptom items (Q1–Q20)
| Item | Question |
|---|---|
| Q1 | Decreased vision |
| Q2 | Difficulty seeing with right eye |
| Q3 | Difficulty seeing with left eye |
| Q4 | Sensitivity to brightness |
| Q5 | Blurred vision |
| Q6 | Objects appear out of focus |
| Q7 | Dim vision |
| Q8 | Narrowed field of vision |
| Q9 | Objects appear distorted |
| Q10 | Seeing black spots or floaters |
| Q11 | Seeing red or black raindrops |
| Q12 | Color blindness |
| Q13 | Seeing glass-like particles or flashes |
| Q14 | Difficulty seeing in bright places |
| Q15 | Difficulty seeing in dark places |
| Q16 | Difficulty seeing close objects |
| Q17 | Incorrect glasses or contacts |
| Q18 | Double vision |
| Q19 | Partial blindness |
| Q20 | Complete blindness |