The prospect of AI accelerating drug discovery is thrilling. My main concern is maintaining the interpretability of AI models in critical healthcare decisions.
Welcome, everyone! I’d recommend joining the monthly virtual meetups. They’re a great way to network and stay updated on the latest AI healthcare trends.
Have you explored incorporating more diverse data sources? We’ve seen improvements by integrating genomic markers and social determinants of health into our sepsis prediction models.
Interesting project, Sophia! We’ve had some success using transfer learning from models trained on more common diseases. It helps leverage larger datasets while fine-tuning for rare conditions.
Don’t forget the ethical implications! Healthcare professionals should understand the ethical considerations of using AI in patient care, including issues of privacy and informed consent.
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