Introduction Pneumonia is a microorganism infection that causes chronic inflammation of the
human lung cells. Chest X-ray imaging is the most well-known screening approach used for …

According to research, classifiers and detectors are less accurate when images are blurry,
have low contrast, or have other flaws which raise questions about the machine learning …

Günümüzde yapay zekânın kullanıldığı alanlar her geçen gün artmakta olup, bu alanlardan
biri de sağlık sektörüdür. Özellikle görüntü işlemede oldukça başarılı sonuçlar vermesi …

Early diagnosis of diseases has become the major focus of researchers today. Machine
Learning (ML) and Deep Learning (DL) algorithms have provided a much-needed boost to …

Pneumonia is a serious inflammatory disease that causes lung ulcers, and it is one of the
leading reasons for pediatric death in the world. Chest X-rays are perhaps the most …

DNN structures are continuously developing and achieving high performances in
classification problems. Also, it is observed that success rates obtained with DNNs are …

Abstract Analysis of pap smear images under a microscope by experts is a laborious and
time consuming task. Computer-assisted diagnostic (CAD) systems can simplify this tedious …

Deep learning technology has been utilized to analyze images in numerous medical sectors
in recent years. They are very helpful in extracting complicated information from input …

Nowadays, the use of artificial intelligence is increasing steadily, particularly in the health
sector. Deep learning, which is a sub-branch of artificial intelligence, is frequently preferred …

Pneumonia is a significant respiratory condition that can cause severe health complications
in adult patients if not diagnosed and treated promptly. This study focuses on enhancing the …