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方向榜单 Legacy
145
mclaughlinliam3/AI-Systematic-Review-Foundry
开箱即用的 GUI 工具,面向人在环上监督的 AI 辅助系统综述写作。可在一站式应用中协同、管理、审阅与核查综述资料来源与信息。Ready-to-install GUI for human-in-the-loop AI assisted systematic review writing. Allows coordinating, managing, reviewing, and verifying review sourcing and information all from one easy to use app.
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146
mcc-apsis/appliances-systematic-review
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147
maxlvhao/comm-lit-scan
对 2024 年 8 月至 2026 年 8 月间 20 本期刊发表的 3,639 篇媒体与传播学文章的交互式扫描,基于 Crossref 与 OpenAlex。这是一个分诊工具而非系统综述——局限性请参阅 README。Interactive scan of 3,639 media & communication articles published Aug 2024 - Aug 2026 across 20 journals. Crossref + OpenAlex. A triage tool, not a systematic review - see README for limitations.
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148
matheuskaiky/systematic-review
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149
matguo/Phyadv_pipeline
本仓库包含论文补充材料,旨在提升系统综述的透明度、可复现性与完整性,涵盖筛选文档、检索策略以及计算机视觉中物理对抗攻击的详细分析。This repository contains the supplementary materials accompanying our paper. The materials are designed to support the transparency, reproducibility, and comprehensiveness of the systematic review, including screening documentation, search strategies, and detailed analysis of physical adversarial attacks in computer vision.
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150
maseriadrien/Systematic_Review_Helper
用于追踪 SRH 上 claude 编码过程的仓库。Repository for tracking of claude coding on SRH
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151
luizalober/dengue-nn-systematic-review
用于复现 https://arxiv.org/abs/2106.12905 中图示所使用代码与数据的仓库。A repository to story the code and data used to create the figures shown in https://arxiv.org/abs/2106.12905
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152
ljestaciocerquin/ai-recist-systematic-review
仓库包含文章与 Excel 文件,收录系统综述《人工智能方法在实体瘤疗效评价标准中的应用》中的 CLAIM 与 FUTURE-AI 评估。Repository containing articles and Excel files with CLAIM and FUTURE-AI assessments for the systematic review Artificial intelligence approaches to the Response Evaluation Criteria in Solid Tumors: a systematic review.
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153
leni-yuliu/systematic-review_CFD_sICAS_clinical-implications
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154
leahvdh/survai
von der Heyde, L., Keusch, F., Buskirk, T. D., & Eck, A. (2026). AI in the Loop?! A Systematic Review of the Use of Large Language Models in Survey and Public Opinion Research. SocArXiv. https://doi.org/10.31235/osf.io/eubj4_v1 的复现材料与文献数据库Replication materials and literature databases for von der Heyde, L., Keusch, F., Buskirk, T. D., & Eck, A. (2026). AI in the Loop?! A Systematic Review of the Use of Large Language Models in Survey and Public Opinion Research. SocArXiv. https://doi.org/10.31235/osf.io/eubj4_v1.
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155
Lawman604/Systematic-Review_XAI
一项系统性综述分析A systematic review analysis
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156
lacasavita144-jpg/research-toolkit
基于 Zotero 的 Claude Code Skills 研究:PDF 高亮挖掘、主题编码、稿件评审与系统综述审计Claude Code skills for Zotero-based research: PDF highlight mining, thematic coding, draft review, and systematic review auditing
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157
Kwon-hj402/meta-analysis-academic-deck
用于系统综述与 Meta 分析的可编辑学术 HTML 演示Editable academic HTML presentation for systematic review and meta-analysis
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158
kurtvalcorza/agentic-research
用于文献与系统综述的 AI agent 流水线,对齐 PRISMA 2020、Cochrane 与 GRADE。默认无需密钥(OpenAlex/CrossRef + 标准库);在 LLM 薄弱处设人工把关。An AI-agent pipeline for literature and systematic reviews, aligned with PRISMA 2020, Cochrane, and GRADE. Keyless by default (OpenAlex/CrossRef + stdlib); human-gated where LLMs are weak.
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159
krish3006b/Mental-health-impact-of-AI-Companion-Chatbots-
PRISMA 指导的混合方法系统综述,跨 4 项实证研究评估 AI 陪伴的社会心理、关系及长期心理健康影响。包含定量与定性 meta 综合、跨方法三角验证与理论框架映射。A PRISMA guided mixed methods systematic review evaluating the psychosocial, relational and long term mental health impacts of AI companions across 4 empirical studies. Features quantitative and qualitative meta synthesis, cross methodological triangulation and theoretical framework mapping
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160
Kishaz/systematic-literature-review
一套可移植、可复现的 PRISMA 2020 系统综述流水线:检索 15 个数据库、执行去重、以完整审计追踪管理人工筛选,并根据决策日志计算 PRISMA 流程计数。A portable, reproducible PRISMA 2020 systematic literature review pipeline. Searches 15 databases, deduplicates, manages human screening with a full audit trail, and computes PRISMA flow counts from the decision log.
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161
karim1988781/agrirobotic_imaging
面向农业机器人成像系统综述与 Meta 分析的数据与分析代码。Data and analysis code for a systematic review and meta-analysis of agricultural robotic imaging
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162
karim1988781/agri-robotic-imaging-meta-analysis
农业机器人成像系统综述与 meta-analysis 的数据与分析代码。Data and analysis code for a systematic review and meta-analysis of agricultural robotic imaging
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163
jonas-schropp/v-ident-review
系统综述与 Meta 分析的检索、提取与分析代码,主题为基于可穿戴设备生命体征的被动认证。Retrieval, Extraction and Analysis Code for a Systematic Review and Meta-Analysis on Passive Authentication using Vital Signs Collected Via Wearable Devices
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164
JK-Sah/carbonation-lca-meta-analysis
已取代并撤回——未经验证的效应量数据集,请勿使用或引用。已由 github.com/JK-Sah/carbonation-lca-review 替代,参见 CORRECTION.md。SUPERSEDED AND WITHDRAWN — unverified effect-size dataset; do not use or cite. Replaced by github.com/JK-Sah/carbonation-lca-review. See CORRECTION.md
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165
jimbo111/paper-boy
Claude Code 插件:从 arXiv、Semantic Scholar 与 OpenAlex 拉取指定主题的近期真实论文,并以独立的交互式 HTML 阅读器交付,支持 Markdown / JSON / BibTeX / RIS 导出。Claude Code plugin: fetch real recent papers on a topic from arXiv, Semantic Scholar and OpenAlex, and deliver them as a self-contained interactive HTML reader with Markdown / JSON / BibTeX / RIS export.
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166
jianghaiping93/systematic-review-hub
领域系统性调研体系:基于 bibliometrix 的文献计量分析 + 思想流派演变/冲突缺口/未来方向 + 两轮验证系统性报告(R/Shiny)
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167
jan-steen/takeoff
无人机系统(UAS)在生态学研究中应用的系统综述。Systematic Review of UAS use in ecological research
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168
jakemorgan-research/codex-sci-research-lifecycle
可审计的 Codex skill 与 Python 项目包,用于证据可追溯的研究、系统综述、投稿与修订。Auditable Codex skill and Python project pack for evidence-traceable research, systematic reviews, submission, and revision.
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169
isadfrn/masters-systematic-review
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170
iron-XiangruChen/reservoir-image-review-reproducibility
非常规储层图像解释中深度学习系统综述的可复现材料、研究级编码数据、文档与验证脚本Reproducibility materials, study-level coding data, documentation, and verification scripts for a systematic review of deep learning in unconventional reservoir image interpretation.
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171
iqueipopg/SAM-overview
SAM 的纯文档概述。SAM 是一个由 9 个 agent 组成的 LLM pipeline,用于自动化系统综述与 meta 分析。实现位于私有仓库。Documentation-only overview of SAM, a 9-agent LLM pipeline that automates systematic reviews and meta-analyses. Implementation lives in a private repository.
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172
InvestmentMDideas/GLASS-Data-Extraction-Benchmark
面向系统综述数据抽取、证据定位与偏倚风险评估的冻结式(frozen)防泄漏基准。Frozen, leakage-aware benchmark for systematic-review data extraction, evidence localization, and risk-of-bias support
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173
HopeMwangudzah/Systematic-Review-and-Meta-analysis-code
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174
HopeMwangudzah/NTD-Longterm-Outcomes-Eastern-Africa-systematic-review.R
论文《The Long-Term Outcomes of Neural Tube Defects in Eastern Africa: A Systematic Review and Meta-Analysis》的 R 语言 meta-analysis 代码。R code for the meta-analysis in "The Long-Term Outcomes of Neural Tube Defects in Eastern Africa: A Systematic Review and Meta-Analysis"
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175
Himanshu-Singh-DE/awesome-Knowledge-Cutoff-Effects-on-LLM-Generated-Literature-Reviews-in-Rapidly-Evolving-Fields
LLM 的知识截止会使文献综述过时或不完整;RAG 与时序感知检索可提升时效性,但无法完全解决引用、来源选择与时间推理问题。LLM knowledge cutoffs can make literature reviews outdated or incomplete, while RAG and time-aware retrieval can improve freshness but do not fully solve citation, source-selection, and temporal reasoning problems.
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176
heyiamnotacoder/srmassistant
系统综述与 meta-analyses 的 AI 辅助筛选与数据提取。model-agnostic prompts、带 PRISMA reason codes 的双轮筛选、逐字段置信度评分,输出兼容 Rayyan/RevMan。AI-assisted screening and data extraction for systematic reviews & meta-analyses. Model-agnostic prompts, dual-pass screening with PRISMA reason codes, per-field confidence scores, Rayyan/RevMan-ready outputs.
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177
harishsiravuri/systematic-review-table-reconstruction
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178
harisawan-bit/poolr
免费开源的零代码桌面应用,用于系统综述与 Meta 分析(PRISMA 2020)。Tauri + React + C# 引擎,支持 Windows、macOS、Linux。Free, open-source, no-code desktop app for Systematic Reviews & Meta-Analyses (PRISMA 2020). Tauri + React + C# engine — Windows, macOS, Linux.
0 ★
179
harisawan-bit/evidence-synth
证据合成自动化框架——PRISMA 流水线:检索、去重、AI 筛选、Meta 分析(D-L 随机效应)、PRISMA 流程图与森林图。Evidence Synthesis Automation Framework — PRISMA pipeline: search, dedup, AI screening, meta-analysis (D-L random effects), PRISMA/forest plots.
0 ★
180
harisawan-bit/episteme
Episteme:可复现、无外部依赖的系统综述与 Meta 分析引擎(PubMed → PRISMA → Meta 分析 → SVG 图表,一键完成)。无需付费 API,无需 numpy,无需 R。Episteme: reproducible, dependency-free systematic-review & meta-analysis engine (PubMed -> PRISMA -> meta-analysis -> SVG figures in one command). No paid APIs, no numpy, no R.
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