podcast

The 4Geeks Podcast (63): China's AI Model for Rare Disease Diagnosis: PUMCH-GENESIS

China unveils PUMCH-GENESIS, an AI model specifically designed to diagnose rare diseases, leveraging Chinese genetic data for faster and more accurate diagnoses.

Staff

26 Feb 2025 — 1 min read

China has launched PUMCH-GENESIS, its first AI model specifically designed to diagnose rare diseases. This large language model, developed by Peking Union Medical College Hospital and the Chinese Academy of Sciences, can quickly analyze symptoms and suggest potential rare genetic disorders.

The AI is tailored to Chinese genetic data, aiming to improve diagnostic accuracy and speed up confirmation for patients in China. It addresses diagnostic challenges stemming from the vast diversity of rare diseases and fragmented data.

Currently undergoing public testing, the model offers preliminary consultations and appointment bookings, with plans to incorporate it into online clinics and the broader healthcare system.

-- Listen to this and other episodes of The 4Geeks Podcast on your favorite podcasting platform, including Apple Podcast, Spotify and YouTube.

A CTO's Guide to Migrating from a Monolith to Microservices

For many successful platforms, the monolith was not a mistake; it was a catalyst. It allowed for rapid, focused development and speed to market. However, as the engineering team and business complexity scale, that same monolith becomes a bottleneck. You're likely experiencing this now: deployment pipelines are slow

How to Secure Your APIs with OAuth 2.0 and JWT

In any distributed system, the contract defined by an API is only as strong as its security model. Unprotected or improperly secured endpoints represent a critical vulnerability, exposing sensitive data and business logic to unauthorized access. For CTOs and engineering leaders, establishing a robust, scalable, and industry-standard security architecture is

How to Optimize Your Database Performance for High-Traffic Applications

In high-traffic application environments, the database is often the first and most critical bottleneck. As transaction volume scales, latency creeps in, user experience degrades, and system-wide failures become a looming threat. A reactive approach—throwing more hardware at the problem—is a temporary and costly fix. A proactive, multi-layered optimization

How to Architect a Multi-Tenant SaaS Application on Kubernetes

Multi-tenancy is a foundational architectural principle for most Software-as-a-Service (SaaS) products, enabling cost-effective scaling by serving multiple customers (tenants) from a single application instance. Kubernetes has emerged as the de facto standard for orchestrating containerized applications, but architecting a secure, scalable, and isolated multi-tenant system on it requires deliberate design

Read more

A CTO's Guide to Migrating from a Monolith to Microservices

How to Secure Your APIs with OAuth 2.0 and JWT

How to Optimize Your Database Performance for High-Traffic Applications

How to Architect a Multi-Tenant SaaS Application on Kubernetes