landing_page/qdrant-landing/content/healthcare/use-cases.md

title, tabs, useCases, sitemapExclude

title	tabs	useCases	sitemapExclude
A Few Things You Can Build with Qdrant	id label patient-data Patient-Data id label operations-gps Operations for GPs id label medical-imaging Medical Imaging Analysis	id title gradient visual values patient-data Patient-data solutions: AI scribes with speech-to-text + retrieval linear-gradient(112deg, #E2D3FF 8.74%, #6B99F5 98.12%) src alt /img/healthcare/slide-0.png Patient data AI illustration label text Build: Ambient documentation and clinical scribe workflows that pull relevant patient context during note generation. label text Retrieve: Prior notes, summaries, problems/meds, care plans, relevant guidelines, patient history snippets. label text Why retrieval matters: Keeps generation grounded, reduces hallucination risk, improves clinician trust. id title gradient visual values operations-gps Operational AI for General Practitioners linear-gradient(112deg, #E2D3FF 8.74%, #6B99F5 98.12%) src alt /img/healthcare/slide-1.png Operations AI illustration label text Build: Scheduling assistants, patient routing, care coordination tools that understand clinical context. label text Retrieve: Appointment history, provider availability, patient preferences, referral patterns. label text Key point: Semantic search enables smarter matching between patient needs and available resources. id title gradient visual values medical-imaging Medical imaging analysis linear-gradient(112deg, #E2D3FF 8.74%, #6B99F5 98.12%) src alt /img/healthcare/slide-2.png Medical imaging analysis illustration label text Build: Similarity search and workflow tooling for imaging AI: case retrieval, cohorting, QA, and study navigation. label text Retrieve: Images/embeddings + metadata (modality, anatomy, protocol, site, timestamp). label text Key point: Vector search becomes the backbone for "find similar cases" and "surface relevant prior examples".	true