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|| Md. Ziaul Hoque |

|| Dedicated Researcher and Software Developer ||

🙋‍♂️ About Me

  • 🎓 Pursuing research majoring in machine learning and deep learning driven AI-based solutions to support personalized clinical diagnostic or therapeutic decisions.

  • 🌱 Supervising programming exercises of three regular courses including "Machine Learning", "Computer Vision Methods for Biomedical Images" and "Biosignal Processing II" in the Faculty of ITEE, University of Oulu, Finland.

  • 🤝 Looking to collaborate on Machine Learning, Medical Image Analysis, Artificial Intelligence and Computer Vision related projects.

  • ⚡ Principal goal is to be an innovator in the chosen field, which will help me to gain a suitable status in the industry.

  • Area of Specialization: Machine Learning, Medical Image Analysis, Artificial Intelligence, Empirical Software Development, Deep Learning and Computer Vision.

Languages and Tools:

python matlab qt cplusplus rust illustrator django vuejs csharp html5 css3 javascript

Connect with me:

Md. Ziaul Hoque's Projects

2016-icml-gromov-wasserstein icon 2016-icml-gromov-wasserstein

Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.

2017-gpca-vs-logpca-wasserstein icon 2017-gpca-vs-logpca-wasserstein

E. Cazelles, V. Seguy, J. Bigot, M. Cuturi, N. Papadakis, 'Geodesic PCA versus Log-PCA of histograms in the Wasserstein space', https://arxiv.org/abs/1708.08143

acpt icon acpt

Detail-preserving image denoising via adaptive clustering and progressive PCA thresholding

adaptivepgg icon adaptivepgg

C++ code developed to study the emergence of dimorphic populations in nonlinear public good games

anhir_mw icon anhir_mw

Software used by the AGH team during the ANHIR challenge.

artifactsremovalcode icon artifactsremovalcode

The edge-preserving JPEG compression artifact removal algorithm implementation. The algorithm is designed to remove artifacts from H&E stained medical images. Work in progress.

best-image-registration icon best-image-registration

This repository contain 2 notebooks and a python file that attempt image registration on a data set referenced through a DataFrame

bus-segmentation icon bus-segmentation

MATLAB implementation to segment breast lesions in ultrasound images (ICIAR 2016)

chalmers_ssy098_image_analysis icon chalmers_ssy098_image_analysis

Includes the work done within the course Image Analysis, which covers the following topics: SIFT Descriptor, Learning and Convolutional Neural Networks, Image Registration, Triangulation and Digit Recognition in Scale Space.

covid-19-detection icon covid-19-detection

SAM: Self-Augmentation Mechanism for COVID-19 Detection Using Chest X-Ray Images

curvogram icon curvogram

Method for plotting histograms on a curve using a West Transform

dht22_logger icon dht22_logger

Sensing temperature and humidity data using DHT22, store sensed data into InfluxDB: and visualizing in Grafana.

ega-net icon ega-net

EGA-Net: Edge Feature Enhancement and Global Information Attention Network for RGB-D Salient Object Detection

flateeth icon flateeth

First part of the dental registration program. Automatic placement of the landmarks ; distances computation ; rigid registration of all teeth with the hemisphere.

flow-phantom icon flow-phantom

Source code for reproducing the research presented in the paper "Photoacoustic blood oxygenation measurements combined with online pO2 detection and flow spectrometry" by Gehrung, Bohndiek, and Brunker, 2019

geom-transform icon geom-transform

Image restoration of geometrically distorted / warped image using rubbersheet transform. With interactive GUI in matlab

gplmkbdmatch icon gplmkbdmatch

A Matlab implementation accompanying the paper "Gaussian Process Landmarking on Manifolds".

image-registration icon image-registration

A MATLAB library/toolbox providing access to image registration suitable for use with medical images.

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