Can not agree more, can we avoid treating machine learning as alchemy

Happening this week ⬇️

Before I took office, I set a big goal of administering 100 million shots in the first 100 days. With the progress we’re making I believe we’ll not only reach that, we’ll break it.

Tired: startups using machine learning to detect cancer in scans with 90% accuracy. Wired: startups using flocks of pigeons to detect cancer in scans, with 99% accuracy. journals.plos.org/plosone/articl…

Data is showing the protection rate of vaccine against Delta variants is about 80%, New York State data showed the same thing. I am puzzled why people are resisting to get vaccine??

Can not agree more

Be nice to your data engineer 😀

Our first large scale deep learning approach on hematopathology #digitalpathology #DeepLearning #USCAP2022 #hematopathology Memorial Sloan Kettering Medical Physics MSK Department of Pathology & Laboratory Medicine

Too many studies that apply machine learning to science & medicine employ incorrect methodologies. Many make very basic mistakes, such as not having separate training & test sets, using the test set (not a separate validation set) for feature selection, hyperparameter tuning, etc

Flow cytometry Menglei Zhu

I packed-up a full-text paper scraper, vector database, and LLM into a CLI to answer questions from only highly-cited peer-reviewed papers. Feels unreal to be able instantly get answers by an LLM "reading" dozens of papers. 1/2

GPT4 finally arrived! #gpt4

ASTRO Wonderful to celebrate Patient Safety Awareness Week with Memorial Sloan Kettering Medical Physics and Memorial Sloan Kettering Radiation Oncology ! So much to do for our patients with so many incredible colleagues!

Can not agree more. Yann LeCun "Calm down. Human-level AI isn't here yet." 'why ChatGPT “passed” ... Medical Licensing Exam. Not because it’s “smart,” but because the classic cases in the exam have a deterministic answer that already exists...' fastcompany.com/90863983/chatg…