Company: LNAI
Filing Date: 2025-02-19
Form Type: 10-K/A
Source: 0001731122-25-000252
Chunk: 18

Company: Lunai Bioworks Inc.
Filing Date: 2025-02-19
Form: 10-K/A
Chunk 18
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specific patient that empowers healthcare providers, patients, and their families to make well-informed decisions about treatment, care,
and future planning, thereby enhancing patient-centered care, optimizing resource utilization, and contributing to improved patient outcomes
and quality of life.

Differential Diagnosis

Renovaro Cube’s AI platform
offers differential diagnosis by design due to its approach with a multitude of models for different diseases and the ability to include
and exclude diseases.

Diseases like cancer are very homogenous,
meaning that markers like TP53 or BRCA are expressed with multiple cancers. To address this homogeneity, differential diagnosis distinguishes
between two or more conditions or diseases that share similar signs, symptoms or characteristics. The goal of differential diagnosis is
to consider and evaluate all possible diagnoses for the patient’s symptoms to determine the most likely cause. Differential diagnosis
therefore aims to identify the underlying condition accurately and guide appropriate treatment and management strategies.

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Differential diagnosis is important for several reasons:

| 1. | Accurate Diagnosis: Differential diagnosis helps healthcare professionals arrive at the correct diagnosis by systematically considering all possible explanations for the patient’s symptoms. This ensures that the appropriate treatment and interventions are provided, leading to better patient outcomes. |

| 2. | Avoiding Misdiagnosis: Many medical conditions have similar or overlapping symptoms, and misdiagnosis can have serious consequences. Differential diagnosis helps to avoid misdiagnosing one condition as another, preventing unnecessary treatments, delays in appropriate care or potential harm to the patient. |

| 3. | Tailored Treatment: Different conditions require different treatments. Identifying the correct diagnosis through differential diagnosis allows healthcare professionals to develop a targeted treatment plan based on the specific condition, improving the chances of successful management and recovery. |

| 4. | Avoiding Overtreatment or Undertreatment: Some conditions may require aggressive interventions, while others may resolve with minimal treatment or simply require symptomatic management. Differential diagnosis helps prevent overtreating or undertreating patients by ensuring that interventions are appropriate for the specific condition. |

| 5. | Identifying Underlying Causes: In some cases, multiple conditions may present with similar symptoms, but the underlying causes may be distinct. Differential diagnosis helps identify the root cause of the symptoms, which is crucial for implementing effective long-term management strategies and preventing complications. |

In summary, differential diagnosis
is a critical process in healthcare that supports accurate identification of the underlying condition, tailored treatment plans, and improved
patient outcomes.

Precision Diagnostics