Publications: Machine Learning (ML), Artificial Intelligence (AI), and Statistics

Category 1

Methodologies, Modeling, Algorithm Design

Silhouette analysis for performance evaluation in machine learning with applications to clustering

Deep Learning Methods for Damage Estimation using Integration of Building Data and Satellite Imagery

Multi-Source Data Fusion and Integration for Hazard Model Validation using Geospatial Information System

An Enhanced Spatial Capture Model for Population Analysis Using Unidentified Counts through Camera Encounters

Flight Rules Category Prediction Using the CPC 6-10 Day Temperature and Precipitation Forecasts

Monte Carlo ensemble correlation coefficient for association detection

Association Factor for Identifying Linear and Nonlinear Correlations in Noisy Conditions

Genetically derived fuzzy c-means clustering algorithm for segmentation

FDR control of detected regions by multiscale matched filtering

Category 1

Public Health

Potential impact of OPTN plan in association with donors’ factors on survival times of transplanted kidneys

Potential Impact of Donors’ Factors on Survival Times of Transplanted Hearts and Lungs

A hybrid method to estimate the full parametric hazard model

A medical texture local binary pattern for TRUS prostate segmentation

Statistical Modeling of Fine Sediments Dredged Using a Variable Area Dredging Suction Head to Improve Water Quality

A narrow-band level-set method with dynamic velocity for neural stem cell cluster segmentation

Microdroplet Patterning: Designer Hydrophilic Regions Regulate Droplet Shape for Controlled Surface Patterning and 3D Microgel Synthesis

Future approaches to organ regeneration: microscale environments, stem cell engineering, and self-assembly of living tissues

Category 1

Pattern Recognition

A probabilistic living cell segmentation model

A model-based hematopoietic stem cell tracker

Probabilistic model‐based cell tracking

Optimized multichannel filter bank with flat frequency response for texture segmentation

Optimized multichannel decomposition for texture segmentation using Gabor filter bank

A hybrid algorithm using discrete cosine transform and Gabor filter bank for texture segmentation

Arraycount, an algorithm for automatic cell counting in microwell arrays

Real Time Road Lane Segmentation and Tracking System.

The Impact of Benthic Organisms to Improve Water Quality in the Indian River Lagoon, Florida

Category 1

Image Analysis

Supervised Methods for Modeling Spatiotemporal Glacier Variations by Quantification of the Area and Terminus of Mountain Glaciers Using Remote Sensing

Nonparametric regression for estimation of spatiotemporal mountain glacier retreat from satellite images

Applications of Random Matrices to Image Processing for Image Denoising

Image Denoising Using Earth Mover's Distance and Local Histograms

Background estimation for microscopic cellular images

Watershed deconvolution for cell segmentation

Bayesian Model Based Tracking with Application to Cell Segmentation and Tracking

Anisotropic diffusion for medical image enhancement

Extended-Hungarian-JPDA: Exact single-frame stem cell tracking

Category 1

Climate Change Induced Problems

Modeling Variations in Area and Terminus of Mountain Glaciers using Generalized Additive Models

Climate Change Study via the Centennial Trend of Climate Factors

Satellite image classification by narrowband Gabor filters and artificial neural networks

Generalized additive models for predicting sea level rise in coastal Florida

Optimized multichannel decomposition for texture segmentation using Gabor filter bank

Multivariate models for predicting glacier termini

Localization of mountain glacier termini in Landsat multi-spectral images

Satellite image classification by narrowband Gabor filters and artificial neural networks

A Hybrid Multiresolution Texture Segmentation and its Application to Ikonos Satellite Imagery

Category 1

Cancer Research

Lung cancer clustering by identification of similarities and discrepancies

Discriminant analysis of lung cancer using nonlinear clustering of copy numbers

Identifying similarities and disparities between DNA copy number changes in cancer and matched blood samples

DNA Copy Number Gain in Lung Cancer and Non-Involved Tissue

Method for detecting voxelwise changes in fluorodeoxyglucose-positron emission tomography brain images via background adjustment in cancer clinical trials

An elliptical level set method for automatic TRUS prostate image segmentation

Constrained watershed method to infer morphology of mammalian cells in microscopic images

A probabilistic cell model in background corrected image sequences for single cell analysis

Category 1

Medicine/Biology

Fabrication of three-dimensional porous cell-laden hydrogel for tissue engineering

Directed assembly of cell-laden hydrogels for engineering functional tissues

Drug-eluting microarrays for cell-based screening of chemical-induced apoptosis

A model-based hematopoietic stem cell tracker

Recent progress in three-dimensionally-printed dosage forms from a pharmacist perspective

Geometrical optimisation of a personalised microneedle eye patch for transdermal delivery of anti-wrinkle small peptide

Computer-Assisted Tracking of Chlamydomonas Species

Tissue engineering based on electrochemical desorption of an RGD‐containing oligopeptide

An automated two-phase system for hydrogel microbead production

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