An ensemble machine learning approach for Twitter sentiment analysis
Анотація The presented study addresses the issue of classifying emotional expressions
based on small texts (tweets) extracted from the social network Twitter. In this paper, we …
based on small texts (tweets) extracted from the social network Twitter. In this paper, we …
Web-based information technology for classifying and interpreting early pneumonia based on fine-tuned convolutional neural network
There have been rapid development and application of computer methods and information
systems in digital medical diagnosis in recent years. However, although computer methods …
systems in digital medical diagnosis in recent years. However, although computer methods …
Human-in-the-loop approach based on MRI and ECG for healthcare diagnosis
Анотація The presented study investigates a human-centric approach to implementing
human-in-the-loop models for healthcare diagnostics. The following tasks were considered …
human-in-the-loop models for healthcare diagnostics. The following tasks were considered …
A novel feature vector for ECG classification using deep learning
Анотація In the past decade, deep learning techniques have been widely used in the
healthcare industry to detect heartbeats and diagnose heart conditions. However, these …
healthcare industry to detect heartbeats and diagnose heart conditions. However, these …
Information technology of facial emotion recognition for visual safety surveillance
O Kalyta - Computer systems and information …, 2022 - csitjournal.khmnu.edu.ua
Emotional expressions serve a crucial role in interpersonal communication between people
while improving social life. In particular, information safety systems for visual surveillance …
while improving social life. In particular, information safety systems for visual surveillance …
An expert system prototype for the early diagnosis of pneumonia
M Voronenko, O Kovalchuk, L Lytvynenko… - … “Intellectual Systems of …, 2021 - Springer
In this paper, an expert system model prototype based on Bayesian networks is proposed,
which makes it possible to provide assistance to a doctor in the early diagnosis of a disease …
which makes it possible to provide assistance to a doctor in the early diagnosis of a disease …
Метод інтерпретування результатів виявлення патологій серця за зображенням МРТ
МО Діхтяр - 2024 - elar.khmnu.edu.ua
Анотація У кваліфікаційній роботі вдосконалено метод інтерпретування результатів
виявлення патологій серця на МРТ-зображеннях, що поєднує високу точність …
виявлення патологій серця на МРТ-зображеннях, що поєднує високу точність …
Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur
Анотація Nowadays, cardiac magnetic resonance images face challenges in distinguishing
between inflamed and non-inflamed tissues due to subtle color variations rather than clear …
between inflamed and non-inflamed tissues due to subtle color variations rather than clear …
Інформаційна технологія раннього діагностування пневмонії за індивідуальним підбором параметрів моделі класифікації медичних зображень легень
ПМ Радюк - 2021 - elar.khmnu.edu.ua
Анотація Дисертаційна робота присвячена розв'язанню актуальної науково-прикладної
задачі автоматизації процесу діагностування вірусного пневмонічного запалення за …
задачі автоматизації процесу діагностування вірусного пневмонічного запалення за …
Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge
Анотація Electrocardiography (ECG) is a pivotal clinical technique for assessing heart
function by recording its electrical activity. However, accurate processing and analysis of …
function by recording its electrical activity. However, accurate processing and analysis of …