Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science
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9783030609450, 9783030609467

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LUCAS: LUng CAncer Screening with Multimodal Biomarkers

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_12 ◽

2020 ◽

pp. 115-124

Author(s):

Laura Daza ◽

Angela Castillo ◽

María Escobar ◽

Sergio Valencia ◽

Bibiana Pinzón ◽

...

Keyword(s):

Lung Cancer ◽

Cancer Screening ◽

Lung Cancer Screening ◽

Multimodal Biomarkers

Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_11 ◽

2020 ◽

pp. 106-114

Author(s):

Tom van Sonsbeek ◽

Marcel Worring

Keyword(s):

Electronic Health Records ◽

X Rays ◽

Automated Diagnosis ◽

Health Records ◽

Electronic Health

Adversarial Prediction of Radiotherapy Treatment Machine Parameters

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_9 ◽

2020 ◽

pp. 85-94

Author(s):

Lyndon Hibbard

Keyword(s):

Radiotherapy Treatment

Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_6 ◽

2020 ◽

pp. 54-63

Author(s):

David Z. Li ◽

Masaru Ishii ◽

Russell H. Taylor ◽

Gregory D. Hager ◽

Ayushi Sinha

Keyword(s):

Endoscopic Videos

Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_10 ◽

2020 ◽

pp. 97-105

Author(s):

Theresa Neubauer ◽

Maria Wimmer ◽

Astrid Berg ◽

David Major ◽

Dimitrios Lenis ◽

...

Keyword(s):

Soft Tissue ◽

Soft Tissue Sarcoma ◽

Pet Ct ◽

Ct Data

Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_13 ◽

2020 ◽

pp. 125-135

Author(s):

Gavriel Habib ◽

Nahum Kiryati ◽

Miri Sklair-Levy ◽

Anat Shalmon ◽

Osnat Halshtok Neiman ◽

...

Keyword(s):

Breast Lesion ◽

Lesion Classification

Optimal Targeting Visualizations for Surgical Navigation of Iliosacral Screws

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_1 ◽

2020 ◽

pp. 3-12

Author(s):

Prashant U. Pandey ◽

Pierre Guy ◽

Kelly A. Lefaivre ◽

Antony J. Hodgson

Keyword(s):

Surgical Navigation ◽

Iliosacral Screws

Single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_7 ◽

2020 ◽

pp. 64-74

Author(s):

Florian Karner ◽

Christina Gsaxner ◽

Antonio Pepe ◽

Jianning Li ◽

Philipp Fleck ◽

...

Keyword(s):

Augmented Reality ◽

Single Shot ◽

Medical Augmented Reality

Image-Based Subthalamic Nucleus Segmentation for Deep Brain Surgery with Electrophysiology Aided Refinement

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_4 ◽

2020 ◽

pp. 34-43

Author(s):

Igor Varga ◽

Eduard Bakstein ◽

Greydon Gilmore ◽

Daniel Novak

Keyword(s):

Subthalamic Nucleus ◽

Brain Surgery ◽

Nucleus Segmentation ◽

Deep Brain

A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60946-7_3 ◽

2020 ◽

pp. 24-33

Author(s):

Mumu Aktar ◽

Yiming Xiao ◽

Donatella Tampieri ◽

Hassan Rivaz ◽

Marta Kersten-Oertel

Keyword(s):

Machine Learning ◽

Computed Tomography ◽

Ischemic Stroke ◽

Collateral Circulation ◽

Learning Approach ◽

Machine Learning Approach

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

LUCAS: LUng CAncer Screening with Multimodal Biomarkers

Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays

Adversarial Prediction of Radiotherapy Treatment Machine Parameters

Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision

Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data

Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound

Optimal Targeting Visualizations for Surgical Navigation of Iliosacral Screws

Single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality

Image-Based Subthalamic Nucleus Segmentation for Deep Brain Surgery with Electrophysiology Aided Refinement

A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - Lecture Notes in Computer Science
Latest Publications