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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
Vishwesh Nath
Wenqi Li
Xiaosong Wang
Ziyue Xu

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