Healthcare

Artificial intelligence (AI) could help detect lymph node metastases

Some artificial intelligence (AI) computer programmes outperformed pathologists in detecting lymph node metastases of breast cancer in a recent study. The findings appear in JAMA.

Researchers held a competition in which participants created computer algorithms to detect lymph node metastases. Their results were compared with findings from pathologists — one pathologist who took 30 hours to examine 129 whole-slide images, and 11 pathologists who had to perform the task in 120 minutes, which the authors say more accurately reflects clinical practice.

The top-performing programmes all used deep learning-based systems that utilised AI to extract meaningful patterns. The top algorithm was more accurate than the pathologists with a time constraint and comparable to the pathologist with no time limit.

AI may be just what pathology has been waiting for. While still requiring evaluation within a normal surgical pathology workflow, deep learning has the opportunity to assist pathologists by improving the efficiency of their work, standardising quality, and providing better prognostication.

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Artificial intelligence (AI) could help detect lymph node metastases

Some artificial intelligence (AI) computer programmes outperformed pathologists in detecting lymph node metastases of breast cancer in a recent study. The findings appear in JAMA.

Researchers held a competition in which participants created computer algorithms to detect lymph node metastases. Their results were compared with findings from pathologists — one pathologist who took 30 hours to examine 129 whole-slide images, and 11 pathologists who had to perform the task in 120 minutes, which the authors say more accurately reflects clinical practice.

The top-performing programmes all used deep learning-based systems that utilised AI to extract meaningful patterns. The top algorithm was more accurate than the pathologists with a time constraint and comparable to the pathologist with no time limit.

AI may be just what pathology has been waiting for. While still requiring evaluation within a normal surgical pathology workflow, deep learning has the opportunity to assist pathologists by improving the efficiency of their work, standardising quality, and providing better prognostication.

Comments

হাসিনাকে প্রত্যর্পণে ভারতকে কূটনৈতিক নোট পাঠানো হয়েছে: পররাষ্ট্র উপদেষ্টা

পররাষ্ট্র মন্ত্রণালয়ে সাংবাদিকদের বলেন, ‘বিচারিক প্রক্রিয়ার জন্য বাংলাদেশ সরকার তাকে (হাসিনা) ফেরত চায়—জানিয়ে আমরা ভারত সরকারের কাছে একটি নোট ভারবাল (কূটনৈতিক বার্তা) পাঠিয়েছি।’

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