Unit 607, 6/F, Building 19W, 19 Science Park West Avenue, Hong Kong Science Park, Pak Shek Kok, N.T.
Raw Description
Our Beliefs | Our goals are centred on enhancing diagnostic capabilities, elevating patient care standards, optimising healthcare systems, and introducing innovative solutions to tackle the array of health-related challenges. In doing so, we are resolutely committed to contributing towards the realisation of a healthcare landscape that is not only more accessible but also marked by greater equity, ensuring that quality medical services are accessible to all individuals. | Product | 0xmd Medical LLM: At 0xmd, we have developed large language models trained and fine-tuned for medical contexts. Our AI Health Assistant empowers users with personalised medical and health information. | Multimodal LLM with Vision: Our platform utilises vision analysis powered by AI to understand and interpret images effectively. | Food and Medicine Vision: By analysing packaging labels, our AI instantly identifies ingredients, nutritional content, and medication details, helping you make informed and healthy choices. | Health Report Vision: An advanced AI tool for interpreting health-check reports, analysing and extracting critical information. | Medical Imaging Vision: Our AI-powered vision analysis processes medical imaging, such as X-rays, CT scans, and MRIs, to assist in identifying patterns and anomalies, supporting accurate diagnostics. | Technology | Our core technology is a series of internally engineered Medical Large Language Models, specialised across Western medicine disciplines such as internal medicine, critical care, infectious diseases, oncology, and cardiology, as well as Traditional Chinese Medicine (TCM) domains including syndrome differentiation, herbal prescription, and integrative diagnostics. | Tailored specifically for healthcare applications, 0xmd’s Mixture-of-Experts Medical Large Language Models leverage high-quality medical data to accurately understand, generate, and reason over complex clinical content. Our traditional Medical Large Language Models excel in advanced medical reasoning, evidence-based analysis, and context-aware decision support, while our Multimodal Medical Large Language Models integrate medical imaging and vision analysis to interpret radiology scans, pathology slides, and other clinical visuals. Together, these models are designed to enhance patient care, support clinical decision-making, and advance medical diagnostics. | # Advanced Mixture-of-Experts (MoE) Medical Large Language Models | 0xmd has developed a portfolio of Medical Large Language Models, trained specifically for clinical and healthcare contexts. These models deliver accurate, personalised medical and health information, empowering healthcare professionals and individuals to make informed decisions and achieve better outcomes. | # Advanced Imaging Analysis | Our platform employs AI-powered imaging analysis to interpret complex medical visuals with exceptional precision. From radiology scans to pathology slides, the technology delivers fast, reliable, and actionable insights that support early detection, accurate diagnosis, and optimised treatment planning. | # Food and Medicine Vision | Leveraging Multimodal Medical Large Language Models with integrated vision technology, our AI instantly identifies food ingredients, evaluates nutritional values, and medication components. This enables users to make safe, healthy, and well-informed dietary and medicinal choices. | # Health Check Report Interpretation & Insights | 0xmd provides advanced interpretation of comprehensive health check-up reports, going beyond simple data extraction to deliver predictive and preventive health insights. The system analyses and extracts key findings, identifies early warning signs, and applies predictive disease modelling to anticipate potential health risks. Clear, actionable summaries help both users and clinicians quickly understand critical health indicators, take timely, informed action, and implement preventive measures to reduce future disease risk. | # AI-Powered Disease Prediction and Risk Assessment | 0xmd leverages advanced machine learning algorithms and Medical Large Language Model–driven clinical insights to analyse patient data and predict potential disease onset. By evaluating key biomarkers, genetic predispositions, medical history, and lifestyle factors, our AI system delivers highly personalised risk assessments and early-warning predictions, enabling timely preventive interventions. | # 0xmd Smart Hospital Mainframe | The 0xmd Smart Hospital Mainframe is a fully developed, AI-powered, browser-based operating system purpose-built for the needs of modern hospitals. Designed for localised deployment within hospital infrastructure, it seamlessly unifies fragmented workflows, streamlines clinical operations, and intelligently automates routine tasks to reduce clinician workload. By integrating predictive analytics, real-time decision support, and personalised care pathways, the system enhances patient safety, improves care quality, and ensures timely interventions within a secure, scalable, and intuitive interface. || 0xmd is a leading medical AI technology company with operations in Hong Kong, China, the US, and Brazil. Our core technology is a series of internally engineered Medical Large Language Models, specialised across Western medicine disciplines such as internal medicine, critical care, infectious diseases, oncology, and cardiology, as well as Traditional Chinese Medicine (TCM) domains including syndrome differentiation, herbal prescription, and integrative diagnostics. | Tailored specifically for healthcare applications, 0xmd’s MoE-LLMs leverage high-quality medical data to accurately understand, generate, and reason over complex clinical content. Our traditional Large Language Models (LLMs) excel in advanced medical reasoning, evidence-based analysis, and context-aware decision support, while our Multimodal Large Language Models (Multimodal-LLMs) integrate medical imaging and vision analysis to interpret radiology scans, pathology slides, and other clinical visuals. Together, these models are designed to enhance patient care, support clinical decision-making, and advance medical diagnostics. | Description | 0xmd is a leading medical AI technology company with operations in Hong Kong, China, the US, and Brazil. Our core technology is a series of internally engineered Medical Large Language Models, specialised across Western medicine disciplines such as internal medicine, critical care, infectious diseases, oncology, and cardiology, as well as Traditional Chinese Medicine (TCM) domains including syndrome differentiation, herbal prescription, and integrative diagnostics. | Tailored specifically for healthcare applications, 0xmd’s MoE-LLMs leverage high-quality medical data to accurately understand, generate, and reason over complex clinical content. Our traditional Large Language Models (LLMs) excel in advanced medical reasoning, evidence-based analysis, and context-aware decision support, while our Multimodal Large Language Models (Multimodal-LLMs) integrate medical imaging and vision analysis to interpret radiology scans, pathology slides, and other clinical visuals. Together, these models are designed to enhance patient care, support clinical decision-making, and advance medical diagnostics.
Strategic Analysis
Executive Brief
0X LIMITED (0xmd) is a high-growth medical AI company specializing in Mixture-of-Experts (MoE) Large Language Models and Multimodal Vision AI. Their platform interprets complex clinical data, ranging from radiology (X-rays, CT, MRI) and pathology slides to real-time health-check reports. Crucially, they deploy a "Smart Hospital Mainframe"—a localized hardware/software solution designed to process massive AI workloads within hospital infrastructures.
Strategic Fit & Lead Score
Lead Score: 58/100 (Adjacent Technology / Infrastructure Support)
Why this Score?
While 0xmd is primarily a software/AI firm, they are hitting the "Physical Wall" of AI: Thermal Throttling and Data Fidelity. Their MoE models and real-time vision analysis require intense localized computing power (GPUs/NPUs) within their "Smart Hospital Mainframe." Furthermore, the accuracy of their AI is limited by the quality of the sensors providing the data. 6C can optimize the hardware that runs their models and the sensors that feed them.
6C Solutions Proposal
Application Area
6C Solution
Technical Value Prop
Edge AI Computing (Smart Hospital Mainframe)
PCD Heat Spreaders
AI MoE models are computationally expensive. Integrating PCD (Polycrystalline Diamond) heat spreaders into their localized mainframe servers allows for 3x higher heat dissipation than copper, preventing GPU/NPU throttling and ensuring 24/7 diagnostic reliability.
Next-Gen Imaging (Radiology/Pathology)
SCD Optical Windows & Detectors
To improve the "Vision" AI's accuracy, the source images must be higher resolution. SCD (Single Crystal Diamond) used in high-power X-ray tubes or as radiation-hard detectors provides superior signal-to-noise ratios and longevity compared to silicon.
Real-time Biosensing (Disease Prediction)
BDD Electrodes
0xmd focuses on "predictive disease modeling." By integrating BDD (Boron Doped Diamond) electrochemical sensors into point-of-care devices, they can capture ultra-sensitive, real-time biomarker data (e.g., neurotransmitters, metabolites) to feed their LLMs.
High-Speed Data (Smart Hospital Connectivity)
Diamond-on-GaN RF
Localized hospital AI requires massive data throughput. Diamond-on-GaN for 5G/6G private hospital networks ensures zero-latency transmission of high-res MRI/CT scans from the scanner to the 0xmd Mainframe.
Engagement Hooks
Technical Question for the CTO: "As your MoE models scale in complexity, how is the thermal envelope of your 'Smart Hospital Mainframe' affecting inference latency, and have you reached the limit of traditional liquid or air cooling for your localized GPU clusters?"
Value Statement: "6C helps AI leaders like 0xmd break the thermal ceiling; by integrating CVD diamond heat spreaders, we enable your localized medical mainframes to run higher-parameter models at peak clock speeds without hardware degradation."