Academic Writing

Draft and review radiology grant applications against current funder rules

Assess disclosure, prior-art handoff and rights for imaging innovations

Match a near-final imaging manuscript to journals by scope and tier

Route ambiguous radiology research projects and mentor through each stage

Run a traceable scientific review of a manuscript as author, peer or editor

Create bilingual, figure-aware reader guides from supplied research papers

Pick and audit reporting guidelines for imaging AI, diagnostic and review studies

Package computational research for replay with manifests, environments and provenance

Audit authorship, conflicts of interest, AI use and selective reporting in manuscripts

Work through peer review comments, draft point-by-point responses and verify fixes

Search and deduplicate imaging papers and public datasets into reproducible corpora

Check journal or conference submission packages against current file rules

Design and audit systematic and scoping reviews from protocol to certainty of evidence

Create and audit editable publication tables with source reconciliation

Draft or restructure radiology manuscripts and theses from fixed evidence

Create, compile and check LaTeX math modeling papers from official templates

Search OpenAlex and AnySearch in parallel and cross-match papers with metadata

Redact author names from PDFs for blind peer review anonymization

Find top-conference papers in CVPR, ICLR, NeurIPS and more and rank them by score

Pull architecture, method and result figures from arXiv papers or local PDFs

Analyze an arXiv paper, PDF, blog or project page into an evidence-backed note

Search your local Obsidian paper notes by title, author, tag, field or arXiv ID

Write a daily brief of recommended arXiv and Semantic Scholar papers into your notes

Find and judge research datasets that fit a study design and question

Run literature reviews across PubMed, EuropePMC and bioRxiv with graded evidence

Analyze NIH grant portfolios and link funded projects to trials and patents

Review manuscripts and study designs with calibrated rubrics and revision advice

Choose and pressure-test research problems, project ideas and next steps

Cross-check manuscript numbers against R, Stata and Python outputs for reproducibility

Snapshot R, Python or Stata environments with lockfiles and recorded seeds

Write a handoff brief on what changed for co-authors since the last brief

Compile Beamer LaTeX slide decks to PDF with XeLaTeX and bibtex

Write a research brief first and keep a claim record for each reported result

Draft a funder-compliant data management plan for NSF, NIH, ERC or Horizon grants

Adversarially audit a paper, proof or codebase and fix confirmed defects

Scaffold a research grant proposal for NSF, NIH, ERC or foundation funders

Turn a half-formed research idea into a structured spec through guided questions

Run a structured literature search with citation extraction and gap identification

Send a paper, proof or estimator to an external frontier model for review

Draft a preregistration document for OSF, AsPredicted or AEA registries

Assemble a replication package with a README, dataset manifest and script map

Generate research questions, hypotheses and empirical strategies from a topic

Map referee comments to manuscript revisions and draft point-by-point responses

Review a manuscript in single-pass, adversarial or simulated peer-review modes

Run seven parallel adversarial passes over a manuscript and build a revision checklist

Draft AI-use, CRediT, conflict-of-interest and data availability statements for submissions

Check bibliography entries against citations for missing, unused and malformed fields

Score a research report on relevance, completeness, sources and decision quality

Search arXiv preprints in physics, math, computer science and quantitative biology