huang-sir1
huang-sir1 / radiology-acquisition-qc
1.8kAudit imaging acquisition, reconstruction, series eligibility, quantitative transforms and protocol drift; not model training.
huang-sir1 / radiology-design
1.8kLock study feasibility, population, estimand, imaging task and validation; not novelty scanning or execution. CN: 可行性、课题设计、样本量、外部验证
huang-sir1 / radiology-figure
1.8kCreate/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks. CN: 统计图、ROC、森林图、影像图版
huang-sir1 / radiology-grant
1.8kDevelop/review radiology grants against a live call, including current NSFC rules, code/call routing, funder criteria and imaging feasibility; not papers or decks. CN: 标书、国自然、基金评审
huang-sir1 / radiology-prereview
1.8kRun author, peer or editorial scientific review with traceable findings; not checklists or upload audits. CN: 模拟审稿、预审、大修风险
huang-sir1 / radiology-search
1.8kSearch/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis. CN: 文献检索、公共数据集
huang-sir1 / radiology-stats
1.8kPlan/compute/audit inference on defined data/effect rows: CI, AUC, MRMC, survival, meta-analysis and power. CN: 统计、样本量、AUC比较、校准
huang-sir1 / radiology-annotation
1.8kDesign/audit imaging truth, readers, ROI geometry, reproducibility and label noise; not model training.
huang-sir1 / radiology-bibliometrics
1.8kBuild reproducible radiology bibliometrics with corpus identity, disambiguation and sensitivity; not reviews.
huang-sir1 / radiology-citation
1.8kVerify claim-level sources and DOI/PMID; export checked citations. Not discovery or evidence synthesis.
huang-sir1 / radiology-clinical-domain
1.8kSet disease pathways, endpoints, reference standards and treatment timelines; not patient care.
huang-sir1 / radiology-consensus-guideline
1.8kDesign/audit consensus and evidence-to-recommendation products; not review synthesis or endorsement.
huang-sir1 / radiology-data
1.8kPlan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval.
huang-sir1 / radiology-deep-learning
1.8kDesign/train/audit imaging DL pipelines, splits, tuning and validation; not deployment studies.
huang-sir1 / radiology-dissemination
1.8kCreate traceable posters, conference abstracts, summaries and media; not papers, decks or figures.
huang-sir1 / radiology-ethics
1.8kAudit IRB, consent, privacy, IACUC/IBC, biosafety and dual use; not logistics or lab execution.
huang-sir1 / radiology-experiment-design
1.8kDesign/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.
huang-sir1 / radiology-frontier
1.8kIdentify evidence-grounded imaging frontiers and gaps; not design lock or journal choice.
huang-sir1 / radiology-health-economics
1.8kPlan/audit imaging economic evaluation, decision models, budget impact, uncertainty and HTA reporting.
huang-sir1 / radiology-innovation-transfer
1.8kAssess disclosure, prior-art handoff, rights and transfer readiness; not patentability, FTO or legal advice.
huang-sir1 / radiology-journal
1.8kMatch a near-finished imaging paper to live journal scope and tier; not scientific review or file audit.
huang-sir1 / radiology-method-evaluation
1.8kAudit parameter provenance, metric fit, fair comparisons and robustness; not execution or paper review.
huang-sir1 / radiology-paper2ppt
1.8kPlan/create/audit evidence-led research decks for defenses, meetings and talks, with render QA. CN: PPT、答辩、组会汇报
huang-sir1 / radiology-pipeline
1.8kMentor and route ambiguous, multistage or resumed radiology research; tutoring defaults to read-only. CN: 总控、课题导航、下一步
huang-sir1 / radiology-polishing
1.8kPolish existing research prose while preserving facts and claims; not drafting or scientific repair.
huang-sir1 / radiology-qualitative-mixed-methods
1.8kDesign/audit qualitative and mixed-methods sampling, reflexivity, integration and claim limits.
huang-sir1 / radiology-radiogenomics
1.8kInterpret mechanisms and imaging-mechanism bridges with competing explanations and causal ceilings.
huang-sir1 / radiology-radiomics
1.8kDesign/audit radiomics preprocessing, IBSI extraction, stability, leakage-safe selection and validation.
huang-sir1 / radiology-reader
1.8kCreate bilingual figure-aware readers from supplied papers; not reader-study or MRMC design.
huang-sir1 / radiology-reporting
1.8kSelect/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics.
huang-sir1 / radiology-reproducibility
1.8kAudit/package computational replay with manifests, environments, provenance and evidence levels.
huang-sir1 / radiology-research-integrity
1.8kAudit authorship, COI, AI use, selective reporting and artifact integrity; not misconduct adjudication.
huang-sir1 / radiology-research-ops
1.8kPlan/audit sites, RACI, milestones, dependencies, resources, risks and closeout; not scientific design.
huang-sir1 / radiology-response
1.8kAdjudicate reviews, draft point-by-point responses and verify closure; not initial prereview.
huang-sir1 / radiology-submission
1.8kAudit journal or conference packages against current exact-venue fields/files; not scientific review. CN: 投稿材料、投稿包、文件检查
huang-sir1 / radiology-systematic-review
1.8kDesign/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates.
huang-sir1 / radiology-table
1.8kCreate/audit editable publication tables with source reconciliation; not figures or statistical inference.
huang-sir1 / radiology-transcriptomics-analysis
1.8kBuild/run/audit bulk RNA, sc/snRNA and spatial workflows with traceable QC; not mechanism claims.
huang-sir1 / radiology-translation
1.8kDesign clinical use, reader/impact studies, human factors, deployment and lifecycle evidence.
huang-sir1 / radiology-writing
1.8kDraft/restructure manuscripts or theses from fixed evidence; not polishing, review or rebuttal. CN: 论文写作、英文稿、结构化摘要