S. Mohamad R. Soroushmehr
Orcid: 0000-0001-8417-9260Affiliations:
- University of Michigan, Department of Computational Medicine & Bioinformatics, Ann Arbor, MI, USA
- University of Michigan, Michigan Center for Integrative Research in Critical Care (MCIRCC), Ann Arbor, MI, USA
- McMaster University, Hamilton, ON, Canada (former)
According to our database1,
S. Mohamad R. Soroushmehr
authored at least 113 papers
between 2009 and 2023.
Collaborative distances:
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Bibliography
2023
J. Ambient Intell. Humaniz. Comput., 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
2022
Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features.
BMC Medical Imaging, 2022
A deep learning framework for automated detection and quantitative assessment of liver trauma.
BMC Medical Imaging, 2022
2021
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Simplification of neural networks for skin lesion image segmentation using color channel pruning.
Comput. Medical Imaging Graph., 2020
Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers.
Comput. Biol. Medicine, 2020
Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network.
Biomed. Signal Process. Control., 2020
Proceedings of the Shape in Medical Imaging - International Workshop, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2019
Int. J. Circuit Theory Appl., 2019
Digit. Signal Process., 2019
BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks.
CoRR, 2019
Comput. Medical Imaging Graph., 2019
Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames.
Biomed. Signal Process. Control., 2019
Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images.
Proceedings of the IEEE International Conference on Acoustics, 2019
Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the Bio-inspired Information and Communication Technologies, 2019
Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Multim. Tools Appl., 2018
Multim. Tools Appl., 2018
Medical Biol. Eng. Comput., 2018
J. Medical Syst., 2018
J. Intell. Fuzzy Syst., 2018
Retinal blood vessel segmentation for macula detachment surgery monitoring instruments.
Int. J. Circuit Theory Appl., 2018
Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units.
Entropy, 2018
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network.
CoRR, 2018
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference.
CoRR, 2018
Liver segmentation in CT images using three dimensional to two dimensional fully connected network.
CoRR, 2018
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization.
CoRR, 2018
Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks.
CoRR, 2018
CoRR, 2018
Biomed. Signal Process. Control., 2018
Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images.
IEEE Trans. Multim., 2017
Multim. Tools Appl., 2017
J. Vis. Commun. Image Represent., 2017
Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception.
CoRR, 2017
1D Modeling of Sensor Selection Problem for Weak Barrier Coverage and Gap Mending in Wireless Sensor Networks.
CoRR, 2017
CoRR, 2017
Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Toward practical guideline for design of image compression algorithms for biomedical applications.
Expert Syst. Appl., 2016
CoRR, 2016
CoRR, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Melanoma detection by analysis of clinical images using convolutional neural network.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Automatic segmentation of multimodal brain tumor images based on classification of super-voxels.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Automatic detection of melanoma using broad extraction of features from digital images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
J. Medical Syst., 2015
Proceedings of the Smart Health - International Conference, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Multim. Tools Appl., 2014
Multi-view video super-resolution for hybrid cameras using modified NLM and adaptive thresholding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
J. Netw. Comput. Appl., 2013
2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009