Arcot Sowmya
Orcid: 0000-0001-9236-5063
According to our database1,
Arcot Sowmya
authored at least 211 papers
between 1994 and 2024.
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Bibliography
2024
BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion.
IEEE J. Biomed. Health Informatics, September, 2024
Hybrid unsupervised paradigm based deformable image fusion for 4D CT lung image modality.
Inf. Fusion, February, 2024
IEEE Trans. Multim., 2024
Efficient masked feature and group attention network for stereo image super-resolution.
Image Vis. Comput., 2024
Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning.
CoRR, 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images.
CoRR, 2024
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning.
CoRR, 2024
AMFP-net: Adaptive multi-scale feature pyramid network for diagnosis of pneumoconiosis from chest X-ray images.
Artif. Intell. Medicine, 2024
MM-Survnet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
2023
Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review.
J. Medical Syst., December, 2023
IEEE J. Biomed. Health Informatics, August, 2023
Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency.
IEEE Trans. Medical Imaging, May, 2023
Imbalanced classification for protein subcellular localization with multilabel oversampling.
Bioinform., January, 2023
A Federated Learning System for Histopathology Image Analysis With an Orchestral Stain-Normalization GAN.
IEEE Trans. Medical Imaging, 2023
Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging.
IEEE Trans. Image Process., 2023
CoRR, 2023
hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images.
CoRR, 2023
Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery.
BMC Bioinform., 2023
Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, 2023
Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the Gaze Meets Machine Learning Workshop, 2023
Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
From academia to policy makers: a methodology for real-time forecasting of infrequent events.
J. Comput. Soc. Sci., November, 2022
Towards Building a Visual Behaviour Analysis Pipeline for Suicide Detection and Prevention.
Sensors, 2022
Pattern Recognit., 2022
Digit. Signal Process., 2022
Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries.
CoRR, 2022
Temporal Pattern Mining for Analysis of Longitudinal Clinical Data: Identifying Risk Factors for Alzheimer's Disease.
CoRR, 2022
Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers.
CoRR, 2022
Transient wall shear stress estimation in coronary bifurcations using convolutional neural networks.
Comput. Methods Programs Biomed., 2022
Comput. Methods Programs Biomed., 2022
Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge.
Comput. Medical Imaging Graph., 2022
Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods.
Briefings Bioinform., 2022
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.
Artif. Intell. Medicine, 2022
Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022
2021
IEEE Trans. Image Process., 2021
Stat. Comput., 2021
Int. J. Comput. Vis., 2021
Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning.
CoRR, 2021
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), 2021
Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
2020
IEEE Trans. Image Process., 2020
IEEE Trans. Inf. Forensics Secur., 2020
IEEE Trans. Inf. Forensics Secur., 2020
Pattern Recognit., 2020
Int. J. Data Sci. Anal., 2020
A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
2019
CoRR, 2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Proceedings of the Joint Urban Remote Sensing Event, 2019
Convolutional Neural Networks for Automated Fetal Cardiac Assessment using 4D B-Mode Ultrasound.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRI.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 11th International Conference on Bioinformatics and Biomedical Technology, 2019
Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Lesion detection in ultra-wide field retinal images for diabetic retinopathy diagnosis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Proceedings of the Symposium on Applied Computing, 2017
Automatic detection of diabetic retinopathy features in ultra-wide field retinal images.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Soft Hough Forest-ERTs: Generalized Hough Transform based object detection from soft-labelled training data.
Pattern Recognit., 2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016
Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Efficient GPU Computing Framework of Cloud Filtering in Remotely Sensed Image Processing.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
IEEE Trans. Image Process., 2015
Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset.
Int. J. Comput. Assist. Radiol. Surg., 2015
Building Change Detection Based on Markov Random Field: Exploiting Both Pixel and Corner Features.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
2014
IEEE Signal Process. Lett., 2014
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the ICPRAM 2014, 2014
Multi-users Real-Time Interaction with Bacterial Biofilm Images Using Augmented Reality.
Proceedings of the Virtual, Augmented and Mixed Reality. Applications of Virtual and Augmented Reality, 2014
A Semi-Quantitative Analysis Model with Parabolic Modelling for DCE-MRI Sequences of Prostate.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
2013
ACM Trans. Embed. Comput. Syst., 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Proceedings of the 12th ACM International Conference on Virtual Reality Continuum and Its Applications in Industry, 2013
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Efficient graph cuts based extraction of vertebral column and ribs in lung MDCT images.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the Human-Computer Interaction. Applications and Services, 2013
Machine Learning Based Urban Change Detection by Fusing High Resolution Aerial Images and Lidar Data.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Kernel Partial Least Squares Based Hierarchical Building Change Detection Using High Resolution Aerial Images and Lidar Data.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
2012
Proceedings of the RoboCup 2012: Robot Soccer World Cup XVI [papers from the 16th Annual RoboCup International Symposium, 2012
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Cell tracking and mitosis detection using splitting flow networks in phase-contrast imaging.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Distributed, multi-sensor tracking of multiple participants within immersive environments using a 2-cohort camera setup.
Mach. Vis. Appl., 2011
Combining Graph-Cut Technique and Anatomical Knowledge for Automatic Segmentation of Lungs affected by Diffuse Parenchymal Disease in HRCT Images.
Int. J. Image Graph., 2011
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2011
Multiscale sparse representation of high-resolution computed tomography (HRCT) lung images for diffuse lung disease classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Employing temporal information for cell segmentation using max-flow/min-cut in phase-contrast video microscopy.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2010
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Scale-Space Representation of Lung HRCT Images for Diffuse Lung Disease Classification.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the ICDMW 2010, 2010
Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010
Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis.
Proceedings of the Computer Vision - ACCV 2010, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Provably correct on-chip communication: A formal approach to automatic protocol converter synthesis.
ACM Trans. Design Autom. Electr. Syst., 2009
Pattern Anal. Appl., 2009
SparseSPOT: using a priori 3-D tracking for real-time multi-person voxel reconstruction.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2009
Proceedings of the International Conference on Image Processing, 2009
Diffuse lung disease classification in HRCT lung images using generalized Gaussian density modeling of wavelets coefficients.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Design, Automation and Test in Europe, 2009
Directional Multi-scale Modeling of High-Resolution Computed Tomography (HRCT) Lung Images for Diffuse Lung Disease Classification.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Segmentation of Lung Patterns in High-Resolution Computed Tomography Images of the Lung.
Int. J. Comput. Intell. Appl., 2008
Int. J. Comput. Intell. Appl., 2008
Multi-level Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Multiple Camera, Multiple Person Tracking with Pointing Gesture Recognition in Immersive Environments.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Proceedings of the 8th ACM & IEEE International conference on Embedded software, 2008
Proceedings of the Knowledge Engineering: Practice and Patterns, 2008
Proceedings of the Design, Automation and Test in Europe, 2008
2007
Proceedings of the International Conference on Internet and Web Applications and Services (ICIW 2007), 2007
Proceedings of the International Conference on Internet and Web Applications and Services (ICIW 2007), 2007
Proceedings of the Machine Learning: ECML 2007, 2007
2006
Proceedings of the Fourth IEEE International Conference on Software Engineering and Formal Methods (SEFM 2006), 2006
Proceedings of the 5th International Symposium on Parallel and Distributed Computing (ISPDC 2006), 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 6th ACM & IEEE International conference on Embedded software, 2006
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006
Proceedings of the Computer Vision, 2006
2005
Int. J. Softw. Eng. Knowl. Eng., 2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Knowledge-Driven Automated Detection of Pleural Plaques and Thickening in High Resolution CT of the Lung.
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
2004
Proceedings of the 17th International Conference on VLSI Design (VLSI Design 2004), 2004
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004
Tuning kernel function parameters of support vector machines for segmentation of lung disease patterns in high-resolution computed tomography images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Lung Disease Detection Using Frequency Spectrum Analysis.
Proceedings of the ICVGIP 2004, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Synchronous Protocol Automata: A Framework for Modelling and Verification of SoC Communication Architectures.
Proceedings of the 2004 Design, 2004
2003
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Proceedings of the Synchronous Languages, Applications, and Programming, 2002
Proceedings of the 20th International Conference on Computer Design (ICCD 2002), 2002
2001
ACM Trans. Design Autom. Electr. Syst., 2001
Proceedings of ASP-DAC 2001, 2001
2000
Proceedings of the 13th International Conference on VLSI Design (VLSI Design 2000), 2000
Proceedings of the 5th Australasian Computer Architecture Conference (ACAC 2000), 31 January, 2000
1999
Proceedings of the Visual Information and Information Systems, 1999
Learning Discriminatory and Descriptive Rules by an Inductive Logic Programming System.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999
1998
Proceedings of the 11th International Conference on VLSI Design (VLSI Design 1991), 1998
Integrated Techniques for Self-Organisation, Sampling, Habituation, and Motion-Tracking in Visual Robotics Applications.
Proceedings of IAPR Workshop on Machine Vision Applications, 1998
Proceedings of IAPR Workshop on Machine Vision Applications, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the 10th Euromicro Conference on Real-Time Systems (ECRTS 1998), 1998
1996
Proceedings of the Visual Information Systems, 1996
Automatic Model Building from Images for Multimedia Systems.
Proceedings of the 1996 MultiMedia Modeling: Towards The Information Society Superhighway, 1996
1994
Proceedings of IAPR Workshop on Machine Vision Applications, 1994