Skin lesion segmentation using object scale-oriented fully convolutional neural networks

Lin Huang; Yi-gong Zhao; Tie-jun Yang

doi:10.1007/s11760-018-01410-3

Skin lesion segmentation using object scale-oriented fully convolutional neural networks

Signal Image and Video Processing ◽

10.1007/s11760-018-01410-3 ◽

2019 ◽

Vol 13 (3) ◽

pp. 431-438 ◽

Cited By ~ 9

Author(s):

Lin Huang ◽

Yi-gong Zhao ◽

Tie-jun Yang

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Fully Convolutional Neural Networks

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Ischemic Stroke Lesion Segmentation Based on Thermal Analysis Model Using U-Net Fully Convolutional Neural Networks on GPUs

Advances in Intelligent Systems and Computing - Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) ◽

10.1007/978-3-030-36677-3_12 ◽

2020 ◽

pp. 99-106

Author(s):

Abdelmajid Bousselham ◽

Omar Bouattane ◽

Mohamed Youssfi ◽

Abdelhadi Raihani

Keyword(s):

Neural Networks ◽

Thermal Analysis ◽

Ischemic Stroke ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Analysis Model ◽

Fully Convolutional Neural Networks ◽

Stroke Lesion

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Pigmented skin lesion segmentation based on random forest and full convolutional neural networks

Optics in Health Care and Biomedical Optics VIII ◽

10.1117/12.2503941 ◽

2018 ◽

Cited By ~ 1

Author(s):

Tie-Jun Yang ◽

Shan Peng ◽

Ping Hu ◽

Lin Huang

Keyword(s):

Neural Networks ◽

Random Forest ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation

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Transform domain representation-driven convolutional neural networks for skin lesion segmentation

Expert Systems with Applications ◽

10.1016/j.eswa.2019.113129 ◽

2020 ◽

Vol 144 ◽

pp. 113129 ◽

Cited By ~ 4

Author(s):

Mansoureh Pezhman Pour ◽

Huseyin Seker

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Transform Domain ◽

Lesion Segmentation

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Inferring Skin Lesion Segmentation With Fully Connected CRFs Based on Multiple Deep Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2020.3014787 ◽

2020 ◽

Vol 8 ◽

pp. 144246-144258

Author(s):

Yuming Qiu ◽

Jingyong Cai ◽

Xiaolin Qin ◽

Ju Zhang

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Deep Convolutional Neural Networks ◽

Fully Connected

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Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46723-8_48 ◽

2016 ◽

pp. 415-423 ◽

Cited By ~ 139

Author(s):

Patrick Ferdinand Christ ◽

Mohamed Ezzeldin A. Elshaer ◽

Florian Ettlinger ◽

Sunil Tatavarty ◽

Marc Bickel ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Random Fields ◽

Conditional Random Fields ◽

Lesion Segmentation ◽

Fully Convolutional Neural Networks

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Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi45749.2020.9098344 ◽

2020 ◽

Cited By ~ 1

Author(s):

Anindo Saha ◽

Prem Prasad ◽

Abdullah Thabit

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation

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Convolutional Neural Networks Applied for Skin Lesion Segmentation

10.1109/clei53233.2021.9640189 ◽

2021 ◽

Author(s):

Graziela Silva Araujo ◽

Guillermo Camara-Chavez ◽

Roberta B. Oliveira

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation

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Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi45749.2020.9098682 ◽

2020 ◽

Author(s):

Makena Low ◽

Victor Huang ◽

Priyanka Raina

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation

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Skin lesion segmentation using convolutional neural networks with improved U-Net architecture

2020 6th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS) ◽

10.1109/icspis51611.2020.9349577 ◽

2020 ◽

Author(s):

Rasool Iranpoor ◽

Amir Soltany Mahboob ◽

Shakiba Shahbandegan ◽

Nasrin Baniasadi

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation

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Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation

2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) ◽

10.1109/vtc2020-fall49728.2020.9348690 ◽

2020 ◽

Author(s):

Nicolae-Catalin Ristea ◽

Andrei Anghel ◽

Radu Tudor Ionescu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Interference Mitigation ◽

Automotive Radar ◽

Fully Convolutional Neural Networks

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