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Medical

Associated Publications

2021

Improving Long-read Consensus Sequencing Accuracy with Deep Learning

,

Michael Brown

,

Rahul Mohan

,

Joyjit Daw

,

James Drake

,

Johnny Israeli

Biorxiv

Genome-wide Bioinformatic Analyses Predict Key Host and Viral Factors in SARS-CoV-2 Pathogenesis

Mariana G. Ferrarini

,

,

Rita Rebollo

,

Andreas Gruber

,

Andrea Guarracino

,

Itziar Martinez Gonzalez

,

Taylor Floyd

,

Daniel Siqueira de Oliveira

,

Justin Shanklin

,

Ethan Beausoleil

,

Taneli Pusa

,

Brett E. Pickett

,

Vanessa Aguiar-Pulido

Communications Biology

Deep Learning-based Enhancement of Epigenomics Data with AtacWorks

,

Zachary D Chiang

,

Nikolai Yakovenko

,

Fabiana M Duarte

,

Johnny Israeli

,

Jason D Buenrostro

Nature Communications

2020

LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation

Wentao Zhu

,

,

,

,

,

MICCAI 2020

Weakly Supervised One-stage Vision and Language Disease Detection using Large Scale Pneumonia and Pneumothorax Studies

,

,

Evrim Turkbey

,

Kevin Lu

,

Yuhong Wen

,

MICCAI 2020

When Radiology Report Generation Meets Knowledge Graph

Yixiao Zhang

,

,

,

Qihang Yu

,

Alan Yuille

,

AAAI 2020

Genome Variant Calling with a Deep Averaging Network

Nikolai Yakovenko

,

,

Johnny Israeli

,

Bryan Catanzaro

Arxiv

Neurreg: Neural registration and its application to image segmentation

Wentao Zhu

,

Andriy Myronenko

,

,

,

,

Yufang Huang

,

Fausto Milletari

,

WACV

2019

An Alarm System for Segmentation Algorithm Based on Shape Model

Fengze Liu

,

Yingda Xia

,

,

Alan Yuille

,

Daguang Xu

ICCV 2019

4D CNN for semantic segmentation of cardiac volumetric sequences

Andriy Myronenko

,

,

Varun Buch

,

,

Alvin Ihsani

,

Sean Doyle

,

Mark Michalski

,

Neil Tenenholtz

,

MICCAI 2019

Privacy-preserving Federated Brain Tumour Segmentation

,

Fausto Milletari

,

,

Nicola Rieke

,

Jonny Hancox

,

Wentao Zhu

,

Maximilian Baust

,

Yan Cheng

,

Sebastien Ourselin

,

M. Jorge Cardoso

,

Andrew Feng

MICCAI 2019

Cardiac Segmentation of LGE MRI with Noisy Labels

,

Wentao Zhu

,

,

,

MICCAI 2019

Deep Hierarchical Multi-label Classification of Chest X-ray Images

Haomin Chen

,

Shun Miao

,

,

Gregory D. Hager

,

Adam P. Harrison

Medical Imaging with Deep Learning

2018

3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

Andriy Myronenko

MICCAI, BrainLes, 2018

2010

Point Set Registration: Coherent Point Drift

Andriy Myronenko

,

Xubo Song

PAMI 2010

Researchers

Ali Hatamizadeh
Andriy Myronenko
Avantika Lal
Can Zhao
Daguang Xu
Dong Yang
Holger Roth
Leo Tam
Vinu Joseph
Vishwesh Nath
Wenqi Li
Xiaosong Wang
Ziyue Xu

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