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2nd MICAD 2021: Birmingham, UK
- Ruidan Su, Yu-Dong Zhang, Han Liu:
Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, MICAD 2021, Birmingham, United Kingdom, March 25-26, 2021. Lecture Notes in Electrical Engineering 784, Springer 2021, ISBN 978-981-16-3879-4
Medical Imaging
- Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan:
A Dual Supervision Guided Attentional Network for Multimodal MR Brain Tumor Segmentation. 3-11 - Haowei Zhong, Cheng Huang, Jinrong Cui, Wei Hu:
Three-Dimensional Image Reconstruction of Murine Heart Using Image Processing. 12-20 - Mengjun Tao, Youwei Yan:
Identifying Melanoma in Lesion Images Using Cycle-Consistent Adversarial Networks-Based Data Augmentation. 21-28 - Yipeng Han, Mengjun Tao, Xiaolu Zheng:
Ensembling Learning for Automated Detection of Diabetic Retinopathy. 29-36 - Asmaa Haja, Lambert R. B. Schomaker:
A Fully Automated End-to-End Process for Fluorescence Microscopy Images of Yeast Cells: From Segmentation to Detection and Classification. 37-46 - Snehal Rajput, Rupal Agravat, Mohendra Roy, Mehul S. Raval:
Glioblastoma Multiforme Patient Survival Prediction. 47-58 - Nannan Chong, Yazhong Si, Wei Zhao, Qiushi Zhang, Boran Yin, Yuehua Zhao:
Virtual Reality Application for Laparoscope in Clinical Surgery Based on Siamese Network and Census Transformation. 59-70 - Mohammad Alodat:
Analyzing CT Scan Images Using Deep Transfer Learning for Patients with Covid-19 Disease. 71-78 - Jun Zhuang, Dali Wang:
Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Network. 79-88 - Nachwa Abou Bakr, Mihaela Popova, James L. Crowley:
Color-Based Fusion of MRI Modalities for Brain Tumor Segmentation. 89-97 - Mikhail Goncharov, Valeria Chernina, Maxim Pisov, Victor Gombolevskiy, Sergey Morozov, Mikhail Belyaev:
Quantification of Epicardial Adipose Tissue in Low-Dose Computed Tomography Images. 98-107 - Bozhi Liu, Jichuan Xiong, Juan Liu, Heng Zhang, Bin Xu, Lianping Hou, John H. Marsh, Xuefeng Liu:
Modulated Rotating Orthogonal Polarization Parametric Imaging, A Preliminary Study. 108-115 - Ömer Kaya, Ezgi Kara, Ibrahim Inan, Erkan Kara, Miray Matur, Albert Güvenis:
Evaluating Mobile Tele-radiology Performance for the Task of Analyzing Lung Lesions on CT Images. 116-123 - Maisun Mohamed Al Zorgani, Irfan Mehmood, Hassan Ugail:
Learning Transferable Features for Diagnosis of Breast Cancer from Histopathological Images. 124-133 - Xiaomin Li, Gengsheng Chen:
Improving Topology Consistency of Retinal Vessel Segmentation via a Double U-Net with Asymmetric Convolution. 134-144 - Yueqin Dun, Yu Kong:
The CT Liver Image Segmentation Based on RTV and GMM. 145-152 - Maisun Mohamed Al Zorgani, Irfan Mehmood, Hassan Ugail:
Automated Gland Detection in Colorectal Histopathological Images. 153-162 - Xiangyu Deng, Huan Zhang, Yahan Yang:
Ultrasonic Image Segmentation Algorithm of Thyroid Nodules Based on DPCNN. 163-174 - Svetlana A. Cherebylo, Evgeniy Ippolitov, Mikhail M. Novikov, Sergey Tereshchuk:
Information Technologies in Complex Reconstructive Maxillofacial Surgery. 177-185 - Sayon Karmakar, Seshadri Mohan:
Machine Learning-Based Imaging in Connected Vehicles Environment. 186-194 - Alida Mazzoli, Marco Mandolini, Agnese Brunzini, Manila Caragiuli, Michele Germani:
Preliminary Considerations on the Design of Multi-layered Bone Scaffold for Laser-Based Printing. 195-204 - Kang Wang, Xin Niu, Yong Dou, Di Yang, Dongxing Xi, Tuo Yang:
Two-Stage Convolutional Neural Network for Knee Osteoarthritis Diagnosis in X-Rays. 205-217
Computer-Aided Diagnosis
- Priynka Sharma, Kaylash Chaudhary, Mohammed G. M. Khan:
The Art-of-Hyper-Parameter Optimization with Desirable Feature Selection. 218-227 - Luc Caselles, Clément Jailin, Serge Muller:
Data Augmentation for Breast Cancer Mass Segmentation. 228-237 - Jinyi Zhang, Daoqiang Zhang:
Dual-Attention Network for Acute Pancreatitis Lesion Detection with CT Images. 238-250 - Chetana Krishnan, Sasya Subramanyam Vishnuvazzla, S. Pravin Kumar:
Measurement of Q Factor from Two Dimensional Images of Osteoarthritic Knee Braces. 251-259 - Ronan Thomas, Elsa Schalck, Damien Fourure, Antoine Bonnefoy, Iñaki Cervera-Marzal:
2Be3-Net: Combining 2D and 3D Convolutional Neural Networks for 3D PET Scans Predictions. 263-271 - Kaveen Liyanage, Fereshteh Ramezani, Bradley M. Whitaker:
Covid-19 Chest CT Scan Image Classification Using LCKSVD and Frozen Sparse Coding. 272-281 - Hamail Ayaz, Muhammad Ahmad, David Tormey, Ian McLoughlin, Saritha Unnikrishnan:
A Hybrid Deep Model for Brain Tumor Classification. 282-291 - Daniel Lozano-Rojas, Robert C. Free, Alistair A. McEwan, Gerrit Woltmann:
A Systematic Literature Review of Machine Learning Applications for Community-Acquired Pneumonia. 292-301 - Eleftherios Fysikopoulos, Maritina Rouchota, Vasilis Eleftheriadis, Christina-Anna Gatsiou, Irinaios Pilatis, Sophia Sarpaki, George Loudos, Spiros Kostopoulos, Dimitrios Glotsos:
Photograph to X-ray Image Translation for Anatomical Mouse Mapping in Preclinical Nuclear Molecular Imaging. 302-311 - Vladimir Kulagin, Dmitry Akimov, Ekaterina O. Guryanova, Sergey Pavelyev:
Active Strain-Statistical Models for Reconstructing Multidimensional Images of Lung Tissue Lesions. 312-315 - Gabriel Molina, Marcelo Mendoza, Ignacio Loayza, Camilo Núñez, Mauricio Araya, Victor Castañeda, Mauricio Solar:
A New Content-Based Image Retrieval System for SARS-CoV-2 Computer-Aided Diagnosis. 316-324 - Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Luca Bertero, Marco Grangetto:
Dysplasia Grading of Colorectal Polyps Through Convolutional Neural Network Analysis of Whole Slide Images. 325-334 - Maisun Mohamed Al Zorgani, Irfan Mehmood, Hassan Ugail:
Deep YOLO-Based Detection of Breast Cancer Mitotic-Cells in Histopathological Images. 335-342 - Ana Duarte, Orlando Belo:
Promoting Cardiovascular Health Using a Recommendation System. 345-353 - Ivo R. Draganov, Veska Gancheva:
Unsharp Masking with Local Adaptive Contrast Enhancement of Medical Images. 354-363 - Hualing Liu, Yi Sun, Shijie Cao:
Building a COVID-19 Literature Knowledge Graph Based on PubMed. 364-373 - Na Wang:
Moving Target Tracking Algorithm Based on Color Space Distribution Information. 374-379 - Jinwei Lang, Wenjuan Wang, Yanfei Zhou, Zongtao Hu, Xiao Fu, Chen Gan, Hongzhi Wang, Lizhuang Yang, Hai Li:
Predicting Neurostimulation Responsiveness with Dynamic Brain Network Measures. 380-389 - Lishan Zhi, Heng Zhang, Weiping Liu, Bin Ni, Fan Yu, Bin Xu, Jichuan Xiong, Xuefeng Liu:
Visualization of Continuous and Pulsed Ultrasonic Propagation in Water. 390-401 - Min Sun, Heng Zhang, Weiping Liu, Bin Ni, Fan Yu, Bozhi Liu, Huizheng Tang, Bin Xu, Jichuan Xiong, Xuefeng Liu:
An Infrared Imaging Method that Uses Modulated Polarization Parameters to Improve Image Contrast. 402-410 - Qing An, Bo Jiang, Jupu Yuan:
The Overview of Medical Image Processing Based on Deep Learning. 411-417 - Shijie Xu:
Typical Fault Classification and Recognition of Photovoltaic Modules Based on Deep Learning and Thermal Imaging Picture Processing. 418-425 - Kunlin Yu:
An Obstacle Avoidance Method for Agricultural Plant Protection UAV Based on the Fusion of Ultrasonic and Monocular Vision. 426-435
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