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AliNikoo73/README.md

Ali Ali Nikoo

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🚀 Projects

Lung Icon
Lung Disease Classification
This project leverages the power of deep learning to classify lung diseases using X-ray images. Early and accurate detection can greatly improve patient outcomes.

Liver Icon
Liver Disease Stages Prediction
This project predicts liver disease stages using clinical data and machine learning models. It includes feature importance plots and correlation heatmaps for analysis.

Mandible Icon
Mandibular Reconstruction Plates
This project explores the use of stiffness-matched, porous NiTi fixation plates in mandibular reconstruction surgery to reduce stress shielding and implant failure.

Spider Web Icon
Divar Data Extractor
Developed a web crawler to extract second-hand car listings from Divar.ir, providing analysis of pricing trends and car models.

Medical Chatbot Icon
Medical Chatbot
This project involves developing an AI-driven medical chatbot designed to assist users with symptom analysis and provide preliminary health guidance.

Prosthesis Icon
Assistive Device Design
This project explores how different cost functions affect predictive simulations in the design of assistive devices, focusing on human walking simulations with OpenSim Moco.

---> More projects are comming <---

🧠 Skills

Programming Languages

Python JavaScript

📚 Libraries and Frameworks

TensorFlow Scikit-Learn Keras NumPy Pandas Matplotlib

🗄️ Database

MongoDB

🛠️ Software / Tools

SolidWorks Mimics OpenSim CATIA Abaqus

🎨 Frontend

HTML5 CSS3

👨‍🎓 Educations

Graduated from University of Ottawa with a master's degree in Biomedical Engineering - biomechanics.

Graduated from Amirkabir Univeristy of Technology with a master's degree in Biomedical Engineering - biomaterials.

🌟 Intrests

Interested in Artificial Intelligence, Machine Learning, Data visualization, and Deep Learning.

📝 Publications

Optimization of Assistive Device

1 - Paper on Optimization of Assistive Device

This paper discusses optimizing parameters for assistive devices to enhance performance and efficiency in biomechanics applications.

CFD Analysis of Blood Flow

2 - Paper on CFD Analysis of the Blood Flow

This study applies computational fluid dynamics to analyze blood flow in the left coronary artery and its implications for cardiovascular health.

FEA Analysis of Scoliosis

3 - Paper on FEA Analysis of Scoliosis

This paper focuses on finite element analysis (FEA) to evaluate the biomechanical parameters critical to understanding scoliosis progression.

3D Bioprinting Technologies Book

4 - 3D Bioprinting Technologies Book (Farsi)

A comprehensive guide on 3D bioprinting technologies, written in Farsi, covering the latest innovations and applications in tissue engineering.

Popular repositories Loading

  1. Lung-Disease-Classification Lung-Disease-Classification Public

    This project focuses on leveraging advanced deep learning techniques to develop an accurate and reliable model for classifying lung X-ray images.

    Jupyter Notebook 2 1

  2. Liver-Disease-Stage-Classification Liver-Disease-Stage-Classification Public

    This project focuses on building a machine learning model to predict **liver disease stages** using clinical data.

    Python 2 1

  3. Divar-Crawler-SecondHand-Cars-Listings Divar-Crawler-SecondHand-Cars-Listings Public

    This project involves developing a machine learning model to analyze second-hand car listings gathered from Divar.ir, a popular Iranian online marketplace.

    Python 2 1

  4. Medical-Chatbot Medical-Chatbot Public

    This project develops a local, AI-driven medical chatbot designed to assist users with symptom analysis and provide preliminary health guidance. The chatbot employs a pre-trained GPT-2 model for na…

    Python 2 1

  5. opensim-moco-forked opensim-moco-forked Public

    Forked from opensim-org/opensim-moco

    Solve optimal control problems for musculoskeletal models using OpenSim and direct collocation.

    C++ 2

  6. Assistive-Device-Design Assistive-Device-Design Public

    This project explores how different cost functions affect simulations for designing assistive devices, particularly focusing on human walking simulations with OpenSim Moco. It underscores the impor…

    2 1