I used AI-based technologies to do Data De-identification and Re-identification in the 2022 Attack and Defense Contest hosted by Research Center for Information Technology Innovation, Academia Sinica.
ECG Signal Super-resolution for Heart Failure Detection陳在民 TSAI-MIN CHEN
Using a deep learning-based signal super-resolution AI model and a challenge-best AI model to detect possible heart failure from electrocardiogram in the 2022 Data Science Competition hosted by Tri-Service General Hospital.
機器學習工程師常見的錯誤操作_陳在民
Data engineering might be considered easy since there are many framework packages ready. However, it is really terrible for those engineers who don't really understand their data manipulations might not be valid in the end of putting into practices. Therefore, I gave an open discussion over the common mistakes. Instead of giving my answers, I chose to let AI engineers to vote whether the manipulations are valid. The simple results are also shown in the slides.
The slides are mainly proving the viability of using AI in different domains, evidenced by Tsai-Min's probing in AI-related competitions from 8 different domains within 2018.
I used AI-based technologies to do Data De-identification and Re-identification in the 2022 Attack and Defense Contest hosted by Research Center for Information Technology Innovation, Academia Sinica.
ECG Signal Super-resolution for Heart Failure Detection陳在民 TSAI-MIN CHEN
Using a deep learning-based signal super-resolution AI model and a challenge-best AI model to detect possible heart failure from electrocardiogram in the 2022 Data Science Competition hosted by Tri-Service General Hospital.
機器學習工程師常見的錯誤操作_陳在民
Data engineering might be considered easy since there are many framework packages ready. However, it is really terrible for those engineers who don't really understand their data manipulations might not be valid in the end of putting into practices. Therefore, I gave an open discussion over the common mistakes. Instead of giving my answers, I chose to let AI engineers to vote whether the manipulations are valid. The simple results are also shown in the slides.
The slides are mainly proving the viability of using AI in different domains, evidenced by Tsai-Min's probing in AI-related competitions from 8 different domains within 2018.