Surya Prasath
Cincinnati Children's Hospital Medical Center
Faculty Member, Mathematics
United States
My co-authors include
Mr. Subrato Bharati
Mickael Coustaty
uğur erkan
Find me at
My Publications
Review of various nuclei segmentation methods applicable to pathology images.
Archives of Computational Methods in Engineering
October 2019
A survey of various methodologies of nuclei segmentation methods from histopathology images. This paper reviews all the major techniques used for segmenting nuclei in pathological images.
Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review
Big Data
August 2019
Review of abnormal polyps detection and segmentations from wireless capsule endoscopy v...
Journal of Imaging
December 2016
This is a review of various image processing and machine learning based tools that are available for detection polyps from video capsule endoscopy videos. Polyps can be precursor to colorectal canc...
Multiscale Tikhonov-Total Variation Image Restoration Using Spatially Varying Edge Cohe...
IEEE Transactions on Image Processing
December 2015
Methods on Skull Stripping of MRI Head Scan Images—a Review
Journal of Digital Imaging
December 2015
Removing the skull part in brain magnetic resonance imaging is an important pre-processing step in automatic image analysis. In this work, we provide a review of available techniques and classify t...
Using machine learning to detect catheter tip positions in radiology reports
Applied Clinical Informatics
August 2021
We used machine learning to accurately detect catheter tip positions in neonatal lung x-ray reports. We benchmarked different machine learning classifiers to identify if the tip locations are in th...
AI models to predict immunogenicity of peptides for T-cell immunity.
Briefings in Bioinformatics
May 2021
An improved understanding of T-cell immunity will greatly aid in the development of new cancer immunotherapies and vaccines for life-threatening pathogens. Central to the design of such targeted th...
Recent developments in computational color image denoising with PDEs to deep learning: ...
Artificial Intelligence Review
March 2021
An atlas for cell differentiation in the bone marrow
Nature
February 2021
The anatomy of cell differentiation in the bone marrow remains unknown in comparison to other tissue types. To understand differentiation and lineage-commitment decisions, and to define how spatial...
Federated learning: Applications, challenges and future directions
International Journal of Hybrid Intelligent Systems
May 2022
CellDrift: Inferring Perturbation Responses in Temporally-Sampled Single Cell Data
April 2022
Data Augmentation Using Generative Adversarial Networks for Multi-Class Segmentation of...
Journal of Advanced Computational Intelligence and Intelligent Informatics
March 2022
maxATAC: genome-scale transcription-factor binding prediction from ATAC-seq with deep n...
January 2022
Multimodal data ecosystem for exploring the lung structures
December 2021
A Durable Anatomy with Local Plasticity Enables Normal and Stress Hematopoiesis
Blood
November 2021
scTriangulate: Decision-level integration of multimodal single-cell data
October 2021
AI model to diagnose COVID-19 from X-ray images
International Journal of Hybrid Intelligent Systems
July 2021
Summarization of website's privacy policies using text mining and machine learning
Soft Computing
June 2021
On a hybrid lossless compression technique for three‐dimensional medical images
Journal of Applied Clinical Medical Physics
May 2021
Review of compression of 2D and 3D medical imaging data
Archives of Computational Methods in Engineering
May 2021
Comparison of Various Machine Learning Models to Identify Peripherally Inserted Central...
February 2021
Volume estimation of brain tissues from MRIs to help Alzheimer's disease detection
Soft Computing
February 2021
Skin lesion segmentation method for dermoscopic images with convolutional neural networ...
Computer Optics
February 2021
On Numerical Implementation of the Laplace Equation-Based Image Inpainting
IOP Conference Series Materials Science and Engineering
January 2021
Single Image Dehazing with Optimal Color Channels and Nonlinear Transformation
January 2021
An adaptive image inpainting method based on euler's elastica with adaptive parameters ...
Signal Processing
January 2021
Multiregion Multiscale Image Segmentation with Anisotropic Diffusion
January 2021
Dermoscopic image segmentation method based on convolutional neural networks
International Journal of Computer Applications in Technology
January 2021
DeepImmuno: Deep learning-empowered prediction and generation of immunogenic peptides f...
December 2020
Impulse denoising based on noise accumulation and harmonic analysis techniques
Optik
December 2020
Compression artifacts reduction with multiscale tensor regularization
Multidimensional Systems and Signal Processing
November 2020
Dynamic Increased Capacity Approach Steganography in Spatial Domain
Traitement du signal
October 2020
Improving seller–customer communication process using word embeddings
Journal of Ambient Intelligence and Humanized Computing
July 2020
A two-stage filter for high density salt and pepper denoising
Multimedia Tools and Applications
April 2020
Scientometric analysis of social science and science disciplines in a developing nation...
Scientometrics
March 2020
An adaptive method for image restoration based on high-order total variation and invers...
Signal Image and Video Processing
February 2020
Correction: OpinionML—Opinion Markup Language for Sentiment Representation Symmetry 201...
Symmetry
January 2020
Automatic body mass index detection using correlation of face visual cues
Technology and Health Care
January 2020
Adaptive Thresholding Skin Lesion Segmentation with Gabor Filters and Principal Compone...
January 2020
Location Verification Technique for Cluster Based Geographical Routing in MANET
Informatica
January 2020
Multiscale Gradient Maps Augmented Fisher Information-Based Image Edge Detection
IEEE Access
January 2020
Image processing based melanoma skin cancer detection from photographs
Journal of Digital Imaging
December 2019
An Adaptive Image Inpainting Method Based on the Weighted Mean
Informatica
December 2019
Choosing Mutation and Crossover Ratios for Genetic Algorithms—A Review with a New Dynam...
Information
December 2019
Adaptive Total Variation L1 Regularization for Salt and Pepper Image Denoising
Optik
December 2019
An Image Inpainting Method Based on Adaptive Fuzzy Switching Median
December 2019
Image Denoising with Overlapping Group Sparsity and Second Order Total Variation Regula...
December 2019
Systematic review and usability evaluation of writing mobile apps for children
New Review of Hypermedia and Multimedia
October 2019
Optimal Nonlinear Signal Approximations Based on Piecewise Constant Functions
Circuits Systems and Signal Processing
October 2019
Automatic Initial Boundary Generation Methods Based on Edge Detectors for the Level Set...
October 2019
A Fast Denoising Algorithm for X-Ray Images with Variance Stabilizing Transform
October 2019
BREAK, MAKE and TAKE: an information retrieval approach
Sadhana
September 2019
Generation of fashionable clothes using generative adversarial networks
International Journal of Clothing Science and Technology
August 2019
Analysis of a robust edge detection system in different color spaces using color and de...
Computer Optics
August 2019
Video denoising with adaptive temporal averaging
Engineering review
June 2019
A Review on CT and X-Ray Images Denoising Methods
Informatica
June 2019
New Features for Eye-Tracking Systems: Preliminary Results
June 2019
BLOOD VESSELS SEGMENTATION METHOD FOR RETINAL FUNDUS IMAGES BASED ON ADAPTIVE PRINCIPAL...
May 2019
OpinionML—Opinion Markup Language for Sentiment Representation
Symmetry
April 2019
An adaptive image inpainting method based on the modified mumford-shah model and multis...
Computer Optics
April 2019
A Skin Lesion Segmentation Method for Dermoscopic Images Based on Adaptive Thresholding...
April 2019
Structure tensor adaptive total variation for image restoration
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
March 2019
LISA: Lightweight context-aware IoT service architecture
Journal of Cleaner Production
March 2019
Distorted Image Reconstruction Method with Trimmed Median
March 2019
An Improved BPDF Filter for High Density Salt and Pepper Denoising
March 2019
Design and Construction of a Light-Detecting and Obstacle-Sensing Robot for IoT—Prelimi...
February 2019
Multiscale Structure Tensor for Improved Feature Extraction and Image Regularization
IEEE Transactions on Image Processing
January 2019
On Video Based Human Abnormal Activity Detection with Histogram of Oriented Gradients
January 2019
Total Variation L1 Fidelity Salt-and-Pepper Denoising with Adaptive Regularization Para...
November 2018
An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression T...
Information
July 2018
On Computerizing the Ancient Game of Ṭāb
International Journal of Gaming and Computer-Mediated Simulations
July 2018
On Selecting the Appropriate Scale in Image Selective Smoothing by Nonlinear Diffusion
July 2018
Regularization Parameter Selection in Image Restoration with Inverse Gradient: Single S...
July 2018
Automatic Image and Video Analysis for Capsule Endoscopy - An Open Frontier
International Journal of Robotic Engineering
June 2018
AI for brain tumor classification from tissue images
Biomedical Engineering Letters
June 2018
Glioma Subtypes Clustering Method using Histopathological Image Analysis
June 2018
Magnetic energy-based feature extraction for low-quality fingerprint images
Signal Image and Video Processing
May 2018
SentiML ++: an extension of the SentiML sentiment annotation scheme
New Review of Hypermedia and Multimedia
March 2018
On time adaptive critical variable exponent vectorial diffusion flows and their applica...
Nonlinear Analysis
March 2018
Deep learning based computer-aided diagnosis for neuroimaging data: focused review and...
Neuroimmunology and Neuroinflammation
January 2018
An Algorithm for Data Hiding in Radiographic Images and ePHI/R Application
January 2018
An Algorithm for Data Hiding in Radiographic Images and ePHI/R Application
Technologies
January 2018
Development of a Web Based Image Annotation Tool for Lung Immunofluorescent Confocal Im...
International Symposium on Affective Science and Engineering
January 2018
Measuring Bone Density Connectivity Using Dual Energy X-Ray Absorptiometry Images
International Journal of Fuzzy Logic and Intelligent Systems
December 2017
Enhanced Multi-View Point Non-Negative Matrix Factorization Clustering for Clinical Doc...
Biomedical & Pharmacology Journal
December 2017
On Spatial Relations for Non-small Cells Lungs Cancer Interpretation
November 2017
3D workflow for segmentation and interactive visualization in brain MR images using mul...
November 2017
Improving the generalization of disease stage classification with deep CNN for Glioma h...
November 2017
Near-light perspective shape from shading for 3D visualizations in endoscopy systems
November 2017
Image denoising by anisotropic diffusion with inter-scale information fusion
Pattern Recognition and Image Analysis
October 2017
A mathematical method for denoising X-ray images
Informatica
September 2017
Microvasculature segmentation of arterioles using deep CNN
September 2017
Glioblastoma multiforme tissue histopathology images based disease stage classification...
September 2017
A Probabilistic Fusion Framework for 3-D Reconstruction Using Heterogeneous Sensors
IEEE Sensors Journal
May 2017
Review of Computational Methods on Brain Symmetric and Asymmetric Analysis from Neuroim...
Technologies
April 2017
Victory sign biometrie for terrorists identification: Preliminary results
April 2017
On convergent finite difference schemes for variational–PDE-based image processing
Computational and Applied Mathematics
January 2017
Classification and gender recognition from veiled-faces
International Journal of Biometrics
January 2017
Classification and gender recognition from veiled-faces
International Journal of Biometrics
January 2017
Image Restoration With Total Variation and Iterative Regularization Parameter Estimation
January 2017
HEp-2 cell classification and segmentation using motif texture patterns and spatial fea...
December 2016
Review of Computational Methods on Brain Symmetric and Asymmetric Analysis from Neuroim...
November 2016
App Review Series: Radiology Pocket Game
Journal of Digital Imaging
November 2016
Assisted ground truth generation using interactive segmentation on a visualization and ...
October 2016
Csang: continuous scale anisotropic Gaussians for robust linear structure extraction
October 2016
Video haze removal and poisson blending based mini-mosaics for wide area motion imagery
October 2016
Confocal vessel structure segmentation with optimized feature bank and random forests
October 2016
Letter to the Editor: Brief history of transcranial direct current stimulation (tDCS): ...
Psychological Medicine
August 2016
Random forests for dura mater microvasculature segmentation using epifluorescence images
August 2016
Multiquadric spline-based interactive segmentation of vascular networks
August 2016
A study on feature extraction and disease stage classification for Glioma pathology images
July 2016
Color image processing by vectorial total variation with gradient channels coupling
Inverse Problems and Imaging
May 2016
Automatic segmentation of cerebral hemispheres in MR human head scans
International Journal of Imaging Systems and Technology
March 2016
A Study on Nuclei Segmentation, Feature Extraction and Disease Stage Classification for...
Procedia Computer Science
January 2016
Heterogeneous Multi-View Information Fusion: Review of 3-D Reconstruction Methods and a...
IEEE Access
January 2016
Adaptive Nonlocal Filtering for Brain MRI Restoration
December 2015
Mixed Noise Removal Using Hybrid Fourth Order Mean Curvature Motion
December 2015
Automatic Mucosa Detection in Video Capsule Endoscopy with Adaptive Thresholding
December 2015
On Optimal Multi-Sensor Network Configuration for 3D Registration
Journal of Sensor and Actuator Networks
November 2015
Vascularization features for polyp localization in capsule endoscopy
November 2015
Cell nuclei segmentation in glioma histopathology images with color decomposition based...
November 2015
Feature extraction and disease stage classification for Glioma histopathology images
October 2015
Analysis of adaptive forward-backward diffusion flows with applications in image proces...
Inverse Problems
September 2015
Robust Periocular Recognition by Fusing Sparse Representations of Color and Geometry In...
Journal of Signal Processing Systems
July 2015
Multiscale tensor anisotropic filtering of fluorescence microscopy for denoising microv...
April 2015
Image Inpainting with Modified F-Transform
January 2015
Image Restoration with Fuzzy Coefficient Driven Anisotropic Diffusion
January 2015
Color Image Restoration with Fuzzy Gaussian Mixture Model Driven Nonlocal Filter
January 2015
Automatic Contrast Enhancement for Wireless Capsule Endoscopy Videos with Spectral Opti...
December 2014
Automatic Image Segmentation for Video Capsule Endoscopy
November 2014
Elastic body spline based image segmentation
October 2014
Fast and globally convex multiphase active contours for brain MRI segmentation
Computer Vision and Image Understanding
August 2014
Multi-focus image fusion using epifluorescence microscopy for robust vascular segmentation
August 2014
Design of a Novel Servo-motorized Laser Device for Visual Pathways Diseases Therapies ...
Ciencias Huasteca Boletín Científico de la Escuela Superior de Huejutla
July 2014
Feature fusion and label propagation for textured object video segmentation
July 2014
Weighted and well-balanced anisotropic diffusion scheme for image denoising and restora...
Nonlinear Analysis Real World Applications
June 2014
Radar shadow detection in synthetic aperture radar images using digital elevation model...
Journal of Applied Remote Sensing
May 2014
Automatic Contrast Parameter Estimation in Anisotropic Diffusion for Image Restoration
January 2014
Feature preserving anisotropic diffusion for image restoration
December 2013
Robust periocular recognition by fusing local to holistic sparse representations
January 2013
On a System of Adaptive Coupled PDEs for Image Restoration
Journal of Mathematical Imaging and Vision
October 2012
Texture image segmentation with smooth gradients and local information
September 2012
A Segmentation Model and Application to Endoscopic Images
January 2012
AN ADAPTIVE DIFFUSION SCHEME FOR IMAGE RESTORATION AND SELECTIVE SMOOTHING
International Journal of Image and Graphics
January 2012
Multichannel texture image segmentation using local feature fitting based variational a...
January 2012
Weighted laplacian differences based multispectral anisotropic diffusion
July 2011
Abnormal polyp detection from wireless capsule endoscopy videos
Diagnostic and Therapeutic Endoscopy
January 2011
A well-posed multiscale regularization scheme for digital image denoising
International Journal of Applied Mathematics and Computer Science
January 2011
Multispectral image denoising by well-posed anisotropic diffusion scheme with channel c...
International Journal of Remote Sensing
April 2010
A hybrid convex variational model for image restoration
Applied Mathematics and Computation
January 2010
Well-Posed Inhomogeneous Nonlinear Diffusion Scheme for Digital Image Denoising
Journal of Applied Mathematics
January 2010
Restoring digital images without ringing artifacts
February 2009
Color image segmentation in a multiscale manner
January 2009
Edge Detectors Based Anisotropic Diffusion for Enhancement of Digital Images
December 2008
Controlled Inverse Diffusion Models for Image Restoration and Enhancement
January 2008