Who better detects breast cancer on ultrasound exams: board-certified radiologists or an AI trained on 85K+ cases? Both. [Visual story] cai2r.net/web-stories/ai… CC @farahshamout Artie Shen Jamie Oliver Jan Witowski Bea Reig, MD Linda Moy Krzysztof Geras NYU Data Science NYU Abu Dhabi

An New York University #AI study today has a very different result for breast ultrasound exams, reducing false positives by 37% and unnecessary biopsies by 28%, tapping into the fusion of machine & radiologist inputs nature.com/articles/s4146… Nature Communications Krzysztof Geras NYU Data Science CAI2R

🔎Our AI for breast cancer work is finally out in Nature Communications! nature.com/articles/s4146… You can also read about it in this blogpost: developer.nvidia.com/blog/improving… and for a high-level summary, check out the thread below 👇 NYU Langone Health NYU Abu Dhabi

“Artificial intelligence system reduces false-positive findings in the interpretation of breast ultrasound exams” co-authored by our PhD student Artie Shen was recently published by Nature Communications!

A research update! The field of AI for breast cancer is quickly growing, but reproducibility of results is still weak. This is why we released a *metarepository* for mammography classifiers. We evaluated 5 models on ✨7 datasets✨. Check it out! github.com/nyukat/mammogr…

We’ve made public what we believe is the best and most extensively evaluated AI system for breast MRI. It's as good as radiologists, works across all demographics/cancer subtypes--and may reduce patient biopsies too! Pre-print: medrxiv.org/content/10.110…, and a short thread below.

Now published at Scientific Reports! nature.com/articles/s4159… Thank you again to all of my coauthors across NYU Data Science, CILVR, NYU Langone Health Department of Radiology, CAI2R, and Politechnika Warszawska.

Do you know that multi-modal DNNs trained with vanilla SGD favor one of the input modalities and yield limited generalization? Check our paper at #ICML2022 where we characterize this phenomenon quantitatively and provide methods to overcome it: arxiv.org/pdf/2202.05306

A #DeepLearning algorithm that boosts the accuracy of dynamic contrast-enhanced #MRI for #BreastCancer could reduce false positives and minimize unnecessary biopsies in the clinic, suggests a new study. Jan Witowski Krzysztof Geras NYU Grossman School of Medicine scim.ag/3d

Training deep neural networks on large 3D medical images is difficult. We developed a deep neural network that focuses computation on suspicious regions, enabling learning from hundreds of millions of pixels. Github: github.com/nyukat/3D_GMIC Paper: arxiv.org/abs/2210.08645 1/8

#RADIOLOGY ChatGPT and Other Large Language Models Are Double-edged Swords rb.gy/2df7ss @NYUimaging @wcmradiology #ChatGPT #openAI #AI

In a recent editorial published in the journal Radiology, CDS PhD student Yiqiu (Artie) Shen (Artie Shen) collaborated with a team of medical experts to describe the complicated role of AI technologies in healthcare. Read about it now on the CDS blog! nyudatascience.medium.com/cds-phd-studen…

A new episode of the Radiology: Artificial Intelligence podcast is now available! Drs. Paul Yi and Ali Tejani, MD team up with Radiology podcast host Linda Chu, MD to discuss the hot topic of ChatGPT with Som Biswas, MD(Rad), MS, MBA, Felipe Kitamura, and Artie Shen.  rsnaradiologyai.libsyn.com/episode-17-cha…

1/ I wanted to discuss Arasu el al's recent Radiology study repurposing breast cancer AI models for risk detection. This case-cohort study retrospectively tested five AI models (3 commercial, 2 academic and freely available) on 2016 mammograms. pubs.rsna.org/doi/10.1148/ra…

Thrilled to share that I passed my defense! My deepest thanks to my advisors Krzysztof Geras Kyunghyun Cho and my committee Laura Heacock, MD Cem M. Deniz and Carlos Fernandez-Granda! Next stop is joining NYU Langone Radiology NYU Langone Health Department of Radiology as a research faculty member - excited for this new chapter!

The fall 2024 CDS PhD program application is now open! To apply/find more information, please visit our PhD Admissions page: cds.nyu.edu/phd-admissions…. We're excited to welcome the next cohort of leading researchers in #datascience! Link to flyer: drive.google.com/file/d/1iYFnUt…

AuntMinnie.com featured our NYU Langone Health Department of Radiology multimodal breast AI abstract in their Road to #RSNA2023 preview. Come find out for yourself what our team (Krzysztof Geras Artie Shen Jungkyu Park Bea Reig, MD Linda Moy) has been working on Tuesday 9 am T3-SSBR05-1. auntminnie.com/resources/conf…

Congrats to Artie Shen on being honored by New York University w/ an outstanding dissertation award in the public health & allied health category for "Toward Explainable #DeepLearning for Medical Image Analysis." 🧵 1/10

"#AI is a promising tool because it's able to increase the complexity of the theory we can build on. But ... the flexible models are less interpretable, so we don't know what they’re thinking," says Artie Shen: cai2r.net/artie-shen-on-… +NYU Grossman School of Medicine NYU Data Science New York University

  The Fall 2025 CDS PhD Program application is now open! Apply now: cds.nyu.edu/phd-admissions… Information on our Fall 2025 PhD Admissions Information Sessions is coming soon! #datascience #ai #artificialintelligence #machinelearning