huang-sir1 Imaging Paper → Chinese Journal-Club Deck
Turn an imaging paper into a concise, faithful Chinese .pptx for 读片会 / 文献汇报 / 组会.
The deck follows the paper's scientific argument, not its section order.
Core stance
- Argument as the spine. Classify the paper (diagnostic-accuracy / prediction model / radiomics / radiogenomics / review), then build the slide flow from its evidence chain.
- Figures are evidence. Use the paper's key figures/tables (imaging panels, ROC, calibration, Kaplan-Meier, forest); crop or split dense panels rather than shrinking them unreadable. Keep windowing/arrows visible for imaging panels.
- Real
.pptx. Build an actual deck (use thepptxskill), Chinese slide text + speaker notes, not a text outline. - Integrity. Never fabricate results, numbers, datasets, mechanisms, or figure details; if the source is partial, label gaps.
When to use
- "把这篇论文做成读片会/文献汇报 PPT。" / "Make journal-club slides from this imaging paper."
- "组会要讲这篇 radiomics/AI 论文，做个中文 PPT。"
When to open extra files
| File | Open when |
|---|---|
| references/deck-quality-qa.md | Building a full PPTX, repairing a weak deck, fixing cropped figures/text overflow/loose alignment, or running final slide QA |
Slide flow (adapt to paper type)
- 标题页 — title, authors/journal/year, presenter/date.
- 背景与临床问题 — the gap (1–2 slides).
- 研究目的/假设.
- 方法 — 数据与队列 (n, source, scanner/protocol); 影像分析/参考标准/阅片; 模型/特征流程 (radiomics: IBSI/分割/谐化; AI: 架构/划分/验证). Use a pipeline figure.
- 主要结果 — performance with CIs; key figure (ROC/KM/calibration) per slide; comparison/validation.
- 关键图 — the decisive imaging panel(s) or chart, cropped legibly.
- 结论与局限 — bounded conclusion + honest limitations.
- 点评/讨论 — presenter's critique: 报告规范 (CLAIM/CLEAR), 有无外部验证/泄漏/校准, 可复现性, 临床意义 — a journal-club value-add (route critique points via radiology-reporting).
- (可选) 思考/可借鉴 — what to borrow for our own work.
Workflow
- Read/parse the paper (load
pdfskill for PDFs; orradiology-readerfor full bilingual extraction). - Open
deck-quality-qa.md; classify paper type and choose the slide arc before writing slides. - Extract the evidence chain and the figures/tables that carry it.
- Write Chinese slide titles, bullets (concise), captions, takeaways, and speaker notes. Maintain a terminology ledger for datasets, genes, metrics, models, and abbreviations.
- Build the
.pptx(load thepptxskill); place cropped figures with sources. - QA — use
deck-quality-qa.md, reopen/inspect the package: slide count, embedded images, notes present, no unreadable panels, no fabricated content.
Output contract
.pptxdeck (primary deliverable) — Chinese, with speaker notes.Slide map— title → message → figure used, per slide.QA— slide count, embedded media, notes, figure-crop completeness, text overflow, terminology consistency, any rendering limits or missing source content.
Handoffs
PDF/figure extraction → pdf / radiology-reader; deck construction → pptx; critique
points (reporting/stats) → radiology-reporting / radiology-stats.