Machine Learning in Medical Imaging - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783030326913, 9783030326920

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Renal Cell Carcinoma Staging with Learnable Image Histogram-Based Deep Neural Network

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_61 ◽

2019 ◽

pp. 533-540

Author(s):

Mohammad Arafat Hussain ◽

Ghassan Hamarneh ◽

Rafeef Garbi

Keyword(s):

Neural Network ◽

Renal Cell Carcinoma ◽

Cell Carcinoma ◽

Renal Cell ◽

Deep Neural Network ◽

Image Histogram

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Automated Segmentation of Skin Lesion Based on Pyramid Attention Network

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_50 ◽

2019 ◽

pp. 435-443 ◽

Cited By ~ 3

Author(s):

Huan Wang ◽

Guotai Wang ◽

Ze Sheng ◽

Shaoting Zhang

Keyword(s):

Skin Lesion ◽

Automated Segmentation ◽

Attention Network

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Weakly Supervised Confidence Learning for Brain MR Image Dense Parcellation

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_47 ◽

2019 ◽

pp. 409-416

Author(s):

Bin Xiao ◽

Xiaoqing Cheng ◽

Qingfeng Li ◽

Qian Wang ◽

Lichi Zhang ◽

...

Keyword(s):

Mr Image ◽

Weakly Supervised

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Unsupervised Conditional Consensus Adversarial Network for Brain Disease Identification with Structural MRI

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_45 ◽

2019 ◽

pp. 391-399

Author(s):

Jing Zhang ◽

Mingxia Liu ◽

Yongsheng Pan ◽

Dinggang Shen

Keyword(s):

Structural Mri ◽

Brain Disease ◽

Adversarial Network ◽

Disease Identification

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Dense-Residual Attention Network for Skin Lesion Segmentation

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_37 ◽

2019 ◽

pp. 319-327 ◽

Cited By ~ 1

Author(s):

Lei Song ◽

Jianzhe Lin ◽

Z. Jane Wang ◽

Haoqian Wang

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Attention Network

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Spatial Regularized Classification Network for Spinal Dislocation Diagnosis

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_2 ◽

2019 ◽

pp. 9-17

Author(s):

Bolin Lai ◽

Shiqi Peng ◽

Guangyu Yao ◽

Ya Zhang ◽

Xiaoyun Zhang ◽

...

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GFD Faster R-CNN: Gabor Fractal DenseNet Faster R-CNN for Automatic Detection of Esophageal Abnormalities in Endoscopic Images

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_11 ◽

2019 ◽

pp. 89-97 ◽

Cited By ~ 2

Author(s):

Noha Ghatwary ◽

Massoud Zolgharni ◽

Xujiong Ye

Keyword(s):

Automatic Detection ◽

Endoscopic Images

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End-to-End Boundary Aware Networks for Medical Image Segmentation

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_22 ◽

2019 ◽

pp. 187-194 ◽

Cited By ~ 4

Author(s):

Ali Hatamizadeh ◽

Demetri Terzopoulos ◽

Andriy Myronenko

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Medical Image Segmentation ◽

End To End

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Weakly Supervised Segmentation by a Deep Geodesic Prior

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_28 ◽

2019 ◽

pp. 238-246 ◽

Cited By ~ 1

Author(s):

Aliasghar Mortazi ◽

Naji Khosravan ◽

Drew A. Torigian ◽

Sila Kurugol ◽

Ulas Bagci

Keyword(s):

Supervised Segmentation ◽

Weakly Supervised

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Semantic Filtering Through Deep Source Separation on Microscopy Images

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32692-0_57 ◽

2019 ◽

pp. 498-506

Author(s):

Avelino Javer ◽

Jens Rittscher

Keyword(s):

Source Separation ◽

Deep Source ◽

Microscopy Images

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Machine Learning in Medical Imaging - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Renal Cell Carcinoma Staging with Learnable Image Histogram-Based Deep Neural Network

Automated Segmentation of Skin Lesion Based on Pyramid Attention Network

Weakly Supervised Confidence Learning for Brain MR Image Dense Parcellation

Unsupervised Conditional Consensus Adversarial Network for Brain Disease Identification with Structural MRI

Dense-Residual Attention Network for Skin Lesion Segmentation

Spatial Regularized Classification Network for Spinal Dislocation Diagnosis

GFD Faster R-CNN: Gabor Fractal DenseNet Faster R-CNN for Automatic Detection of Esophageal Abnormalities in Endoscopic Images

End-to-End Boundary Aware Networks for Medical Image Segmentation

Weakly Supervised Segmentation by a Deep Geodesic Prior

Semantic Filtering Through Deep Source Separation on Microscopy Images

Machine Learning in Medical Imaging - Lecture Notes in Computer Science
Latest Publications