همایش بین المللی هوش مصنوعی

صفحه اصلی / اولین همایش بین المللی هوش مصنوعی

White blood cell image analysis using CNN model

نویسندگان :

Fahimeh Jahanbakhshi¹ Hamid Latifi²

1- Shahid Beheshti University 2- Shahid Beheshti University

کلمات کلیدی :

Blood cell image،Convolutional neural network،classification Deep learning

چکیده :

White blood cells, play a vital role in the immune system. For medical experts, the precise and effective classification of these cells is essential for diagnosing diseases This classification facilitates the precise detection of medical problems. In this study, the categories of white blood cells are with the help of a transform learning model Convolutional Neural Network (CNN). Our approach achieves an impressive accuracy rate of 98.5%, surpassing the performance of current techniques.

لیست مقالات

لیست مقالات بایگانی شده

Performance Analysis of Variational Quantum Classifiers for Classification Tasks in the NISQ Era

Saghar Kiani - Paria Kamalpour - Sarina Ghafouri - Niloofar Mirzaei Chahardeh

Empowering Decision-Making in Venture Investments: A Systematic Review of Machine Learning Applications for Predicting Startup Success

Seyed Mohammad Javad Toghraee - Hadi Nilforoushan - Nafiseh Sanaee

DRL-Guided Neural Batch Sampling for Semi-Supervised Pixel-Level Anomaly Detection

Amirhossein Khadivi Noghredeh - Abdollah Safari - Fatemeh Ziaeetabar - Firoozeh Haghighi

Split and rephrase: Simple Syntactic Sentences for NLP applications

Mahdi Asghari - Alireza Talebpour - Ghasem Darzi

Ensemble Machine Learning for Predicting Stroke Patient Survival

Seyedeh Maryam Mousavi - Samira Ahmadi - Solmaz Norouzi

From Code to Clinic: Bridging the Implementation Gap in AI-Based Clinical Decision Support

Ehsan Ghazanfari Savadkoohi - Farkhondeh Asadi - Hassan Emami

Persian Speech Emotion Recognition Using Multi Scale SincNet and cGAN-based Ensemble Learning

Ali Hekmat - Yasser Shekofteh

A Hybrid Approach for Intrusion Detection in Computer Systems Using Optimized Deep Neural Networks

Yousef Nahi Salman - Maral Kolahkaj

Generative AI and Individual Entrepreneurial Orientation

Saeed Mohammadi - Mahshid Mirzaee

I2KAN: Interpretable Interaction-aware Kolmogorov-Arnold Networks for Time-Series Anomaly Detection

Amirhossein Sadr - Mahboobeh Riahi-Madvar

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.5.0