Smart Healthcare
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Becoming a Global Brand for Data Intelligence in Healthcare
AI Center for Medical Diagnosis develops AI-based diagnostic tools for prevention, prognosis, diagnosis, and therapy. Detecting meniscus tears and assessing pediatric bone age are AI diagnostic tools that use medical imaging. Other essential applications are NLP in electronic medical records and AI analysis of physiological signals. For instance, an intelligent antimicrobial system (iAMS) can predict the risk of sepsis after infection, assisting clinicians in diagnosing and early treatment, reducing patients' risk of death. Electrophysiological signals include ECG arrhythmias, AI-aided diagnosis of acute myocardial infarction, sleep apnea assessment, brain wave detection of epilepsy, etc. The 24/7 STEMI Detection Software for Acute Myocardial Infarction successfully diagnoses 12 types of arrhythmia and myocardial infarctions in an ambulance before patients arriving hospitals. This application is now a significant part of the Central Taiwan AI Saving Heart Network.
AI Innovation Center has developed the " Intelligent Rapid Prediction System for Drug-resistant Bacteria," which combines clinical mass spectrometry (MALDI-TOF) and machine learning to predict bacterial resistance within one hour (previously 3-5 days) and accurately use antibiotics. This technique was honored with the Taipei Biotech Awards and the National Innovation Award.
Honors and Achievements
2019
- RSNA Intracranial Hemorrhage Detection AI Competition Silver Medal
- National Healthcare Quality Award - Honorable Mention "Diabetic Retinopathy Assistive Diagnostic Grading System
- National Healthcare Quality Award - Special Prize "AI-Assisted Bone Age Diagnosis and Height Estimation System
2020
- RSNA Pulmonary Embolism Detection AI Competition Silver Medal
- National Healthcare Quality Award -Honorable Mention "Smart EKG, D2B Upgrade" in the Smart Healthcare category
2021
- RSNASIIM-FISABIO-RSNA COVID-19 Detection AI Competition Bronze Medal
- Taipei Biotech Awards - Cross-disciplinary Excellence Award "Intelligent Drug-resistant Bacteria Rapid Prediction System
- National Innovation Award - Innovative Healthcare Service "Intelligent Drug-resistant Bacteria Rapid Prediction System
- Medal, SNQ (Build a world-class AI-assisted hospital for diagnosis and treatment)
2022
- National Innovation Award 19th -AST.AI: antibiotic resistance gene detection
- National Innovation Award 19th - Establishment of AI clinical decision-making system for interpreting meniscal injury in MRI images
- National Innovation Award 19th - Smart Heart Remote Platform for AMI
- NHQA 17th- Knee MRI - Meniscal tear AI-assisted Detection System
- NHQA 17th - All-day AI-based AMI Platform
- NHQA 17th - AST.AI: antibiotic resistance gene detection
- NHQA 17th - AI ICD 10 auto-coding system
- FutureTech Award - Intelligent Rapid Prediction System
- Bronze, Taipei Biotech Awards - AI-Assisted Remote Clinical Decision Support System-Using a Smart Portable 12-lead ECG Device in Pre-Hospital Ambulance
- Champion, YOUNG Award, Smart Application team - i.A.M.S Platform
- Bronze, SNQ 25th - i.A.M.S Platform
- Medal, SNQ 25th - Smart ICD-10 Coding Service
- Medal, SNQ 25th - Bone Scan Platform
- Medal, SNQ 25th - Intelligent management of de-id medical data