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Deep Learning for Breast Cancer Identification from Histopathological Images

Illustration by Giovanna Bologna. By Zeya Wang, Nanqing Dong, Wei Dai, Sean D’Rosario, Eric P. Xing Breast cancer is one of the leading causes of death by cancer for women. Early detection...

Combining Generative and Discriminative Machine Learning to Combat Medical Misdiagnosis

Illustration by Chenyu Wang By Shiyue Zhang, Pengtao Xie, Dong Wang, Eric P. Xing Misdiagnosis, where a medical diagnostic decision is made inaccurately, is a widespread occurrence. ...

On the Automatic Generation of Medical Imaging Reports

Illustration by Chenyu Wang By Baoyu Jing, Pengtao Xie, and Eric P. Xing If you haven’t already read our first two AI-for-healthcare posts on Predicting Discharge Medications and Automating...

Getting to Know Pengtao Xie

Our team at Petuum is made up of incredibly talented people. This series will feature the engineers, managers, and creators that keep our company moving forward and make us proud of the work we do...

Automated ICD Coding Using Deep Learning

Illustration by Chenyu Wang By Haoran Shi, Pengtao Xie, Zhiting Hu, Ming Zhang, Eric P. Xing If you haven’t already read the first post on our work in AI for healthcare, Predicting Discharge...

Predicting Discharge Medications at Admission Time Based on Deep Learning

Illustration by Chenyu Wang By Pengtao Xie, Xin Gao, and Yang Yuan At Petuum, we aim to provide industries like healthcare with machine learning (ML) building blocks, putting the creation and...

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