GitHub

reda1609/RAG-Based-Mental-Health-Chatbot

User message │ 1. Language Detection ← sklearn model (20 languages) │ 2. Translate to English ← Google Translate (if not already English) │ 3. Intent Classification ← LLM via OpenRouter (gpt-oss-20b) ...
GitHub

Arabic NLP Question Answering & Classification System

This project is an Arabic Natural Language Processing system that works with Arabic questions and answers. The system includes Arabic text preprocessing, question category classification, Arabic ...
Frontiers

Multi-QuadEmoNet: cat and dog emotion classification model from animal vocalization using multi-stage LSTM-GRU paradigm

The self-collected audio dataset was split in the ratio of 80:20. The proposed Multi-QuadEmoNet and other methods are experimented using python 3.10.4 version. The software packages employed for this ...
Frontiers

Development and validation of an explainable machine learning model for mortality prediction in ICU patients with lung cancer

All figures were generated using the ggplot2 R package and the matplotlib Python library. Sample size and power consideration: The study included 1,120 ICU admissions with 239 events (21.3% mortality) ...