Arpita Das@arpitarobertpattinson31899

Diagnostic errors affect approximately 12 million Americans annually, largely due to physician cognitive overload from fragmented data across electronic health records (EHRs), imaging systems, and rapidly evolving medical literature. Brain Connect solves this by deploying a collaborative multi-agent system that mirrors a hospital's diagnostic team. Instead of relying on a single LLM prompt, Brain Connect utilizes a stateful Lang Graph architecture where specialized agents handle distinct domains: 1. Clinical Agent: Parses patient history, symptoms, and lab results to extract key clinical signals. 2. Imaging Agent: Analyzes text-based radiology reports to identify anatomical anomalies and pathologies. 3. Literature RAG Agent: Queries a vector database of PubMed abstracts and medical guidelines to find relevant research, retrieving context using high-throughput embeddings. 4. Guidelines Agent: Cross-references findings against standard care protocols. 5. Consensus Orchestrator: The "Attending Physician" agent that aggregates all insights, resolves conflicting data, and generates a ranked list of differential diagnoses with confidence scores and a recommended treatment plan.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

🌎 Hybrid Hackathon | 📅 October 19–20, 2026 | 📍 RAI Amsterdam + Online The official hackathon of AI & Big Data Expo Europe, organized by TechEx Events and lablab.ai. Build AI applications and agents across AI, cybersecurity, cloud, IoT, automation, edge computing, digital transformation, and data infrastructure, then showcase your project live at one of Europe's largest enterprise technology events. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.