[HTML][HTML] Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

SC Huang, A Pareek, R Zamanian, I Banerjee… - Scientific reports, 2020 - nature.com
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection.

SC Huang, A Pareek, R Zamanian… - Scientific …, 2020 - search.ebscohost.com
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

SC Huang, A Pareek, R Zamanian… - Scientific …, 2020 - mayoclinic.elsevierpure.com
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection.

SC Huang, A Pareek, R Zamanian, I Banerjee… - Scientific …, 2020 - europepmc.org
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …

[PDF][PDF] Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case‑study in pulmonary embolism detection

MP Lungren - Scientific Reports, 2020 - nematilab.info
Results In this study, we separately trained an imaging-only model (PENet) 12 and 7 EMR-
only neural network models (details in Methods). These single modality models not only …

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

SC Huang, A Pareek, R Zamanian… - Scientific …, 2020 - ui.adsabs.harvard.edu
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

SC Huang, A Pareek, R Zamanian… - Scientific …, 2020 - pubmed.ncbi.nlm.nih.gov
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …

[PDF][PDF] Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case‑study in pulmonary embolism detection

MP Lungren - Scientific Reports, 2020 - acr.org
Results In this study, we separately trained an imaging-only model (PENet) 12 and 7 EMR-
only neural network models (details in Methods). These single modality models not only …

[HTML][HTML] Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

SC Huang, A Pareek, R Zamanian, I Banerjee… - Scientific …, 2020 - ncbi.nlm.nih.gov
Recent advancements in deep learning have led to a resurgence of medical imaging and
Electronic Medical Record (EMR) models for a variety of applications, including clinical …