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WELCOME TO MY PAGE 👋👋👋

My name is Xuan-The Tran (Eric). I am an PhD student in Computer Science, majoring in Artificial Intelligence and Neuroscience. I am interested in the following topics: Deep Learning in Brain Imaging, Computer Vision and NLP.

My Github Activity

📫 How to reach me:

LinkedIn GitHub Youtube

Frameworks I worked with

ML/DL Framework

WEB/API Framework

Others

Competetions I Participated

Natural Language Processing

OffenseEval2020: Classification of offensive language in Arabic, Turkish, Greek, Danish and English language.
PAN2021: Profiling Hate Speech Spreaders on Twitter in English and Spanish language.

Image Processing

ODIR2019: Multi-label classfication challenge to diangose both eye's disease simultaneously.
RIADD-ISBI-2021 Multi-label classfication challenge to diangose eye disorder upto 35 classes.
ISIC19 Skin cancer identification.
Chest XR COVID-19 Covid Diagnosis from chest Xray. Got 18th position.
PerCovid-19 Covid-19 Infection Percentage Estimation from CT-scan. Got 3rd and 2nd position in public and private leaderboard.

Publications

Journal Papers

• Remote Diagnosis and Triaging Model for Skin Cancer Using EfficientNet and Extreme Gradient Boosting link Scopus: Q1
• Using a Deep Learning Model to Explore the Impact of Clinical Data on COVID-19 Diagnosis Using Chest X-ray link Scopus: Q1
• Citrus Plant Disease Identification using Deep Learning with Multiple Transfer Learning Approaches link
• Machine Learning Based Real-Time Diagnosis of Mental Stress Using Photoplethysmography link
• Vehicle Make and Model Recognition Using Mixed Sample Data Augmentation Techniques (accepted IJ-AI)

Conference Papers

• A Machine Learning approach for Recognizing Intellectual Development Disorder using EEG. link
• Deep learning based diagnosis of COVID-19 using chest CT-scan images link
• Effect of Image Augmentation on ECG Image Classification using Deep Learning link
• Beef quality assessment using AutoML link
• A Generic Approach for Classification of Psychological Disorders Diagnosis using EEG link
• Comparison of Loss functions and Optimizers for Multi-class X-ray Bone Segmentation link

Workshop Papers

• TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social Media. link
• Identify Hate Speech Spreaders on Twitter using Transformer Embeddings Features and AutoML Classifiers link
• COVID19 Diagnosis using AutoML from 3D CT scans link