Help Center & FAQ

Technical Support, Admissions Guidance, and Research Policy Reference

This consolidated Help Center combines operational support and in-depth FAQ guidance for iOmics Lab collaborators, applicants, and platform users working across computational biology, multi-omics integration, and AI systems.

General & Admissions

Joining pathways, eligibility, and lab operations

Research & Datasets

Data access, validation expectations, and analytical strategy

Computational Tools & AI Agents

Deployment, debugging, and framework-level implementation guidance

Data Privacy & Ethics

Secure data handling, governance, and ethical deployment

Need case-specific support?

If your issue is project-specific, submit a support ticket with experiment logs, environment details, and error traces for faster triage.

Technical Support, Admissions Guidance, and Research Policy Reference

General & Admissions

How can I join iOmics as an undergraduate student at UIU, and what FYDP criteria are required?

What is the application process for PhD and Postdoctoral positions in the lab?

What hardware resources are available for trainees and project teams?

Do applicants need wet-lab experience to work on computational biology projects at iOmics?

What does a typical project lifecycle look like from onboarding to publication?

Research & Datasets

How do I access iOmics Spatial Transcriptomics benchmark datasets?

What are the citation requirements when using replication datasets tied to Q1 journal outputs?

How should high dropout rates in scRNA-seq datasets be handled for reliable inference?

Can I combine your transcriptomic resources with proteomics or epigenomics data for multi-omics integration?

What is your expected standard for dataset documentation in collaborative studies?

Computational Tools & AI Agents

How can I deploy the Bioinformatics RAG Agent locally for private experimentation?

How do I troubleshoot CoDNet diffusion network training for structure-based drug discovery?

What is the recommended workflow for using the GBDTSVM framework for snoRNA prediction tasks?

Which licensing models apply to your open-source repositories and model utilities?

What practices improve reproducibility when benchmarking AI agents for omics reasoning tasks?

Data Privacy & Ethics

How are FASTQ and BAM uploads handled when using iOmics tools?

How does GDPR apply to non-human omics datasets used in collaborative AI studies?

What de-identification standards are required for clinical datasets before analysis?

Can I use patient-derived datasets to fine-tune LLMs or autonomous agents?

How does iOmics address fairness, bias, and explainability in AI-driven bioinformatics workflows?

Need case-specific support?