Medical Imaging & Signals
Research skill, available on Zeplik
Medical Imaging & Signals is a ready-to-run research skill on Zeplik. Medical imaging and biosignal analysis — pydicom DICOM handling, histolab/pathml digital pathology (WSI), NeuroKit2 physiological signals, PyHealth healthcare ML. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer.
The Medical Imaging & Signals skill loads automatically when your request matches it, or you can invoke it directly by typing /medical-imaging-signals in any chat. It works with attachments, connectors, and any model that supports the task, so you get the same expert method every time without setting anything up.
What the Medical Imaging & Signals skill can do
- Parse and manipulate DICOM files and metadata with pydicom
- Process whole slide pathology images using histolab and pathml
- Analyze physiological signals like ECG and EDA with NeuroKit2
- Build and evaluate healthcare ML models using PyHealth
Try these prompts on Zeplik
Pick a prompt to open it in the Zeplik app. If you are not signed in yet, your prompt is waiting for you the moment you do.
How the Medical Imaging & Signals skill works
/medical-imaging-signals
Umbrella for medical imaging and signals. The user has clinical images or physiological signals; identify the modality and library, then deliver runnable processing/analysis code. For sequencing/genomics route to genomics-toolkits.
Dispatch table
Pick the reference file(s) that match the request, read them, then answer. Read at most 2-3 files per turn.
| Topic | Read |
|---|---|
| Digital pathology image processing toolkit for whole slide images (WSI). | references/histolab.md |
| Comprehensive biosignal processing toolkit for analyzing physiological data including E… | references/neurokit2.md |
| Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparamet… | references/pathml.md |
| Python library for working with DICOM (Digital Imaging and Communications in Medicine)… | references/pydicom.md |
| Comprehensive healthcare AI toolkit for developing, testing, and deploying machine lear… | references/pyhealth.md |
How to work
- Identify which leaf topic the request maps to from the dispatch table above; establish the concrete inputs (language, dataset, framework, file format) and the goal. Ask for a missing detail rather than guessing.
- Read the matching reference file(s) before answering. Read at most 2-3 per turn.
- Deliver runnable artifacts — code, configs, specs — with a short rationale, matching the user's existing conventions when they paste code.
- Confirm any decision the source flags (versions, thresholds, tradeoffs) with the user instead of guessing.
Usage
/medical-imaging-signals $ARGUMENTS
How to use the Medical Imaging & Signals skill
Sign in to Zeplik
Create a free Zeplik account or sign in. New accounts start with free credits, so you can try the Medical Imaging & Signals skill right away.
Describe your research task
Ask in plain language, or type /medical-imaging-signals to invoke the skill directly. Zeplik recognizes the Medical Imaging & Signals skill and applies its method.
Review and refine the result
Zeplik returns a clear, structured answer. Ask follow-ups in the same chat to refine it or take the next step.
Source and credit
- Author
- davila7 (D7 umbrella-consolidation)
- License
- MIT
Adapted from the open-source davila7/claude-code-templates project and tuned to run natively on Zeplik. View source on GitHub.
Frequently asked questions
- What is the Medical Imaging & Signals skill?
- Medical Imaging & Signals is a ready-to-run research skill on Zeplik. Medical imaging and biosignal analysis — pydicom DICOM handling, histolab/pathml digital pathology (WSI), NeuroKit2 physiological signals, PyHealth healthcare ML. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer.
- How do I use Medical Imaging & Signals on Zeplik?
- Sign in to Zeplik and ask in plain language, or type /medical-imaging-signals in any chat to invoke it directly. The skill applies its method and returns a result you can refine in the same conversation.
- Which AI model does the Medical Imaging & Signals skill use?
- Any model you choose. Zeplik works across every model in one chat, so the Medical Imaging & Signals skill runs on your preferred model for the task.
- Where does the Medical Imaging & Signals skill come from?
- The Medical Imaging & Signals skill is adapted from the open-source davila7/claude-code-templates project (MIT) and tuned to run natively on Zeplik. The original source is linked on this page.
- How much does the Medical Imaging & Signals skill cost?
- Using the skill is free to start. You only spend Zeplik credits when the assistant runs, and new accounts begin with free credits.
Related research skills
- Academic PublishingAcademic publishing workflows — citation/reference management, LaTeX research posters, and venue templates with submission requirements. Use for "manage citations" or "format for a venue / make a poster"; for the writing itself see research-writing.
- Bio Research ToolkitUse when running comp-bio workflows -- single-cell RNA-seq QC, scvi-tools deep models, nf-core pipelines, instrument-to-Allotrope conversion. Not for literature research (use deep-research).
- Cheminformatics ToolkitsCheminformatics and molecular modeling — RDKit/Datamol molecular handling, DeepChem molecular ML, COBRApy metabolic modeling, Pymatgen materials, matchms/pyOpenMS mass spectrometry. Use for "work with molecules/chemistry data"; for genomics see genomics-toolkits.
- Clinical WritingClinical and medical document generation — clinical decision-support docs, clinical/case reports (CARE guidelines), and focused treatment plans in LaTeX/PDF. Use for "write a clinical report/treatment plan/CDS doc"; for research manuscripts see research-writing.
- Competitive BriefUse for competitor research or a competitive analysis -- 'compare us against X', 'build a battlecard for sales', 'competitor Y just launched Z, what does it mean for us' -- producing a positioning/messaging comparison with gaps, opportunities, threats. Not for general market reports (use deep-research).
- Deep Research ReportsUse for a long, multi-step, sourced research report -- market analysis, competitive landscaping, literature review, due diligence: 'do deep research on X', 'write a full report with citations'. Plans, searches, and synthesizes autonomously. Not for a quick look-up or short synthesis (use research).
More on Zeplik
Try Medical Imaging & Signals on Zeplik
Every model, one chat. Bring the Medical Imaging & Signals skill into your next conversation and let the assistant do the work.