生成式AI應用
Generative AI Projects
Our team focuses on researching the applications of generative AI in the medical and health sectors. We emphasize the importance of preprocessing, refinement, and summarization to create optimal products. Through prompt engineering optimization, we enhance the utility of retrieved data, ensuring better outcomes even with less-than-ideal inputs. We specialize in clinical data annotation and preprocessing, improving human-centric model platforms. Additionally, generative AI aids in generating synthetic medical data for research and training. We are committed to medical professionalism, refining complex medical terminology to enhance model accuracy.
Data Management
We offer comprehensive data services tailored for training models, including:
1.Data Cleaning:
- Missing Value Handling: Imputation using mean, median, mode, or advanced methods like K-Nearest Neighbors (K-NN).
- Outlier Treatment: Identification and handling using Z-score, IQR, etc.
2.Data Transformation:
- Normalization: Scaling data to a [0,1] range.
- Standardization: Converting data to a distribution with a mean of 0 and standard deviation of 1.
- Log Transformation: Addressing skewed data.
3.Data Encoding:
- One-Hot Encoding: Converting categorical variables to numerical form.
- Label Encoding: Assigning integers to categorical variables.
4.Feature Selection:
Case Study
AI teeth application
Innovation, Change, Leadership
Grace AI Technology is not just a company focused on the development of generative AI application services; it is a vibrant and innovative team. We are dedicated to identifying unmet needs in the digital healthcare field and proposing innovative business models to address these challenges.
Innovation comes from God's grace.
10F., No. 452, Sec. 7, New Taipei Blvd., Xinzhuang Dist., New Taipei City 242058 , Taiwan (R.O.C.)
