Topic · Research & Science
Best clinical and healthcare research skills, page 2
Clinical and healthcare research skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | 49.Bids Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets. | K-Dense-AI/ | 48k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 4 days ago |
| 50 | 50.Paperclip Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. | K-Dense-AI/ | 48k | 1 repo | ~3.2k | Automated safety check: Notes | MIT | 4 days ago |
| 51 | 51.Pydicom Reads, inspects, writes, transforms, and preflights local DICOM datasets and pixel data. | K-Dense-AI/ | 48k | 1 repo | ~4.8k | Automated safety check: Pass | MIT | 4 days ago |
| 52 | 52.Imaging Data A skill your agent uses when preparing a medical-imaging dataset (DICOM/NIfTI) for modelling. | Aperivue/ | 331 | — | ~2.9k | Automated safety check: Pass | MIT | 4 days ago |
| 53 | A skill your agent uses when writing medical, biological, or clinical research papers - provides IMRaD structure and reporting guidelines | Norman-bury/ | 3.4k | — | ~614 | Automated safety check: Pass | MIT | 4 mo ago |
| 54 | A skill your agent uses when a developer asks how to get started building healthcare or life sciences agents, wants to understand the HCLS Agents Toolkit, or asks what's available in this repository. | aws-samples/ | 274 | — | ~607 | Automated safety check: Pass | MIT-0 | 8 days ago |
| 55 | Generates and verifies 21 CFR Part 11-style audit trails — who/what/when, electronic signatures, and tamper-evidence — for OpenMed pipelines in GxP and clinical-trial (GCP) settings. | maziyarpanahi/ | 5.5k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 56 | Assemble a chronological patient timeline from OpenMed-extracted clinical events, normalizing dates and resolving relative time expressions on-device. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 57 | Orient and bootstrap any project that uses OpenMed, the on-device clinical and biomedical NLP library, for named-entity recognition, PHI de-identification, FHIR export, and evaluation. | maziyarpanahi/ | 5.5k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 58 | Compute electronic clinical quality measures (eCQMs) over structured data using CQL/QDM logic, lifting note-derived numerator and exclusion facts from OpenMed to improve measure capture. | maziyarpanahi/ | 5.5k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 59 | Kick off and harvest a FHIR Bulk Data $export (system-, group-, or patient-level) and stream the resulting NDJSON into a batch OpenMed de-identification + NER pipeline at cohort scale. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 60 | Convert OpenMed NER output (entities from openmed.analyzetext) into FHIR R4 resources — Condition, MedicationStatement, Observation — using OpenMed's built-in FHIR R4 export helpers in… | maziyarpanahi/ | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 61 | Extract clinical entities from synthetic or already de-identified text with OpenMed and map them into deterministic FHIR R4 resources and a Bundle. | maziyarpanahi/ | 5.5k | — | ~940 | Automated safety check: Pass | Apache-2.0 | today |
| 62 | Reads DICOM file headers and DICOM-SR (Structured Report) content to pull study/series metadata and embedded report text, and flags PHI carried in header tags. | maziyarpanahi/ | 5.5k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 63 | Detects and extracts tabular laboratory panels from PDFs, scans, and images into structured rows ready for OpenMed and FHIR. | maziyarpanahi/ | 5.5k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 64 | Fetches and pages FHIR R4 resources (Patient, DocumentReference, DiagnosticReport, Observation, Condition) from a FHIR REST server, decodes base64 attachments, and extracts clinical narrative for… | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 65 | Generates synthetic but realistic patient records (FHIR R4 bundles, C-CDA documents, CSV) with MITRE Synthea for development, CI fixtures, demos, and leakage-gate test sets — zero real PHI. | maziyarpanahi/ | 5.5k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 66 | Maps laboratory and clinical observation names extracted by OpenMed to LOINC codes using the public Regenstrief LOINC and FHIR terminology APIs. | maziyarpanahi/ | 5.5k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 67 | Maps clinical concept spans extracted by OpenMed to SNOMED CT concepts through a USER-SUPPLIED terminology server (the user's own Ontoserver, Snowstorm, or UMLS/UTS), never a bundled vocabulary. | maziyarpanahi/ | 5.5k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 68 | Parses C-CDA / CCD XML clinical documents to extract human-readable section narrative plus coded entries, keyed by section LOINC codes and templateIds. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 69 | Parses free-text clinical-trial eligibility criteria into structured inclusion and exclusion logic, then matches them against patient facts that OpenMed extracted. | maziyarpanahi/ | 5.5k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 70 | Call a user-supplied FHIR terminology server ($validate-code, $expand, $lookup, $translate) to validate and expand clinical codes without bundling restricted vocabulary (SNOMED CT, RxNorm, LOINC… | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 71 | Deduplicate and reconcile OpenMed-extracted conditions into one clean active problem list with clinical status (active / resolved / historical). | maziyarpanahi/ | 5.5k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 72 | Assign negation, temporality, and uncertainty (the ConText axes) to clinical entities extracted by OpenMed, so "denies chest pain" is not counted as chest pain and "history of MI" is not counted as… | maziyarpanahi/ | 5.5k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 73 | Scaffold a SMART-on-FHIR app (SMART App Launch v2 — EHR launch and standalone launch, OAuth2 PKCE, scopes, token handling, fhirContext) so an OpenMed-powered tool can run inside Epic or… | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 74 | Searches ClinicalTrials.gov for studies by condition, intervention, and recruitment status using the modern v2 REST API with cursor (pageToken) pagination. | maziyarpanahi/ | 5.5k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 75 | Apply consistent per-patient date shifting in OpenMed that preserves intervals between events while satisfying HIPAA Safe Harbor's date rule. | maziyarpanahi/ | 5.5k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 76 | Converts free-text radiology narratives into structured findings and impression — with measurements, laterality, anatomy, and follow-up recommendations — after OpenMed NER. | maziyarpanahi/ | 5.5k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 77 | Validate FHIR R4 resources and Bundles against US Core / USCDI profiles with the official HL7 FHIR validator before submitting to an EHR. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 78 | Queries and downloads public cancer imaging data from NCI Imaging Data Commons. | K-Dense-AI/ | 48k | 1 repo | ~7.8k | Automated safety check: Pass | MIT | 4 days ago |
| 79 | Retrieves ClinGen gene-disease validity assertions for a public gene or disease, and reviews source-linked public evidence and literature for one supported GRCh38 germline nuclear SNV or simple… | K-Dense-AI/ | 48k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 4 days ago |
| 80 | Expert guidance for implementing SMART App Launch (HL7 FHIR specification for OAuth 2.0-based authorization). | aehrc/ | 137 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 81 | A skill your agent uses when querying biomedical databases (UniProt, ClinVar, gnomAD, PDB, Reactome, Open Targets, etc.) via the Biomni AgentCore Gateway MCP server. | aws-samples/ | 274 | — | ~3.1k | Automated safety check: Pass | MIT-0 | 8 days ago |
| 82 | Generate clinical trial protocols for medical devices or drugs. | aipoch/ | 2k | 2 repos | ~5.2k | Automated safety check: Pass | MIT | 22 days ago |
| 83 | Query public drug-discovery and translational-research databases including PubChem, ChEMBL, BindingDB, openFDA, ClinicalTrials.gov, and OpenAlex. | DrugClaw/ | 125 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 84 | Find clinical trials for a gene, variant, or condition from ClinicalTrials.gov + EUCTR, with FHIR R4 output | ClawBio/ | 1.2k | 2 repos | ~3k | Automated safety check: Pass | MIT | yesterday |
| 85 | A skill your agent uses when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging)… | alirezarezvani/ | 28k | — | ~2.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 86 | Generates professional clinical PDF reports in English from WES (Whole Exome Sequencing) data with clinical interpretation summary, pharmacogenomic alerts, and follow-up recommendations. | ClawBio/ | 1.2k | 1 repo | ~1.8k | Automated safety check: Pass | Proprietary | yesterday |
| 87 | Generates professional clinical PDF reports in Spanish from WES (Whole Exome Sequencing) data with clinical interpretation, pharmacogenomic alerts, and follow-up recommendations. | ClawBio/ | 1.2k | 1 repo | ~2.1k | Automated safety check: Pass | Proprietary | yesterday |
| 88 | Simulates an independent statistical reviewer auditing a clinical trial submission package (SDTM, ADaM, TLG/TLF, SAP, CSR). | RConsortium/ | 119 | — | ~4.8k | Automated safety check: Pass | No licence | 5 days ago |
| 89 | 89.SQL On Fhir Expert guidance for implementing SQL on FHIR v2 ViewDefinitions and operations to create portable, tabular projections of FHIR data. | aehrc/ | 137 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 90 | A skill your agent uses when validating or evaluating a trained medical-imaging model. | Aperivue/ | 331 | — | ~4.5k | Automated safety check: Pass | MIT | 4 days ago |
| 91 | 91.Mllm Eval A skill your agent uses when designing or auditing how an LLM or multimodal LLM is evaluated on a clinical task (report generation, VQA, text extraction). | Aperivue/ | 331 | — | ~1.9k | Automated safety check: Pass | MIT | 4 days ago |
| 92 | 92.Model Card A skill your agent uses when a trained medical-imaging model needs its documentation. | Aperivue/ | 331 | — | ~1.5k | Automated safety check: Pass | MIT | 4 days ago |
| 93 | A skill your agent uses when you need a runnable PyTorch training repo for a medical-imaging task (segmentation, classification, detection, synthesis, self-supervised, or fine-tuning a pretrained… | Aperivue/ | 331 | — | ~3.1k | Automated safety check: Pass | MIT | 4 days ago |
| 94 | A skill your agent uses when choosing the model for a medical-imaging study. | Aperivue/ | 331 | — | ~2.7k | Automated safety check: Pass | MIT | 4 days ago |
| 95 | 医疗应用中EMR/EHR的开发模式。临床安全、就诊工作流程、处方生成、临床决策支持集成以及以可访问性为先的医疗数据录入用户界面。 | affaan-m/ | 276k | — | ~776 | Automated safety check: Pass | MIT | 4 days ago |
| 96 | 用于医疗应用部署的患者安全评估工具。针对CDSS准确性、PHI暴露、临床工作流完整性和集成合规性的自动化测试套件。在安全故障时阻止部署。 | affaan-m/ | 276k | — | ~1.4k | Automated safety check: Pass | MIT | 4 days ago |
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