In the fast-paced environment of the ICU, what often troubles doctors the most is not the critical illnesses with clear causes, but rather the perplexing cases of "fever of unknown origin."  This clinical challenge, much like a high-stakes detective mystery, constantly tests the breadth of a doctor's knowledge and their diagnostic skills. Faced with a massive amount of fragmented test data and rapidly changing patient conditions, even experienced specialists can easily become overwhelmed and fall into cognitive blind spots.

Heal Force collaborates with top medical institutions to create a tireless and logically rigorous "virtual intelligent expert assistant," aiming to help doctors meticulously analyze and accurately identify the root cause of diseases through 24-hour intelligent assistance, thus providing a "navigation system" for clinical decision-making.

Fever of unknown origin AI Agent

This is not a simple question-and-answer chatbot.

Forget those ordinary chatbots that only perform mechanical literature retrieval!

Heal Force, in deep collaboration with top-tier medical institutions, has created an intelligent system that truly simulates the chain of thought of experienced doctors. It doesn't just "read" medical records; it performs multi-step, in-depth reasoning like a specialist.

A super brain composed of 14 "AI avatars"

When faced with a complex fever case, why is it more perceptive than the human eye? According to our system architecture, this is not the work of a single model. We intelligently break down the challenging task of "fever of unknown origin" into collaborative work performed by 14 specialized agents!

Investigation Team:

Symptom extraction, medical history collection, and physical sign analysis – leaving no stone unturned.

Laboratory Team:

Biomarker interpretation, etiological analysis, and imaging interpretation – deeply mining the data for insights.

Reasoning Team:

Fever pattern analysis, heat production/dissipation differentiation, and diagnostic ranking – simulating expert thought processes.

Quality Control Team:

Our core cutting-edge technology, the "Error Correction Expert" and "Reverse Engineering Expert," continuously monitors for logical conflicts, engages in self-correction, and ensures the rigor of the conclusions.

Division of labor, collaboration, and self-correction—this is equivalent to completing a high-quality multidisciplinary expert consultation (MDT) in milliseconds. On the complex and often confusing map of a patient's condition, it instantly illuminates the optimal path to the truth.

Like a navigation system,

it automatically plans and recommends the optimal treatment path.

The core value of this system lies in its ability to truly function as a "navigation system"—avoiding detours and leading directly to the destination.

For young doctors, it acts as a "real-time guide," automatically planning diagnostic approaches and suggesting key examinations when faced with challenging cases, significantly reducing the risk of misdiagnosis or missed diagnoses. For experienced specialists, it serves as a "comprehensive map," helping to systematically organize and review diagnostic pathways, providing the latest evidence-based medical information, and ensuring foolproof medical decision-making.

Hardcore Foundation

A clinically-oriented "AI Brain"

Behind all these capabilities lies not the simple application of a single model, but a completely new, proprietary large-scale model and intelligent agent workflow that we have built specifically for clinical applications.

Unlike general-purpose language models, we have layered and decoupled our technical architecture: the bottom layer is a multi-modal data fusion engine capable of real-time processing and understanding of the ever-changing device data within the ICU; the upper layer incorporates Retrieval Augmented Generation (RAG) technology to ensure that every inference is backed by authoritative medical guidelines. This is not just an algorithmic model, but a "clinical AI brain" that can understand medical language and clinical logic.

Just as navigation systems have completely transformed the driving experience, the introduction of AI technology is not intended to replace the professional value of doctors, but rather to integrate cutting-edge algorithms into the core clinical workflow, freeing doctors from tedious information filtering. This allows them to focus their valuable energy on the most critical aspects of treatment along the clear path planned by AI, truly moving beyond empirical guesswork and embracing a new era of precision medicine.

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