檢索結果 - G. Divya Deepak
-
1
Optimization of deep neural network for multiclassification of Pneumonia
出版 2024-12-01獲取全文It is imperative to understand the significance of the early diagnosis of pneumonia using a convolutional neural network (CNN) to reduce the processing time and increase the quality of treatment that is delivered to the patient. We have implemented transfer learning for processing of available datas...
Article -
2
A comparative study of breast tumour detection using a semantic segmentation network coupled with different pretrained CNNs
出版 2024-12-01獲取全文Breast cancer is one of the most prevalent malignancies and the primary origin of cancer-related deaths among females worldwide. Ultrasound image segmentation plays a crucial role in identifying breast tumours by precisely delineating the boundaries of the tumour within the images. Deep learning seg...
Article -
3
Optimization of deep neural networks for multiclassification of dental X-rays using transfer learning
出版 2024-12-01獲取全文In this work, the segmented dental X-ray images obtained by dentists have been classified into ideal/minimally compromised edentulous area (no clinical treatment needed immediately), partially/moderately compromised edentulous area (require bridges or cast partial denture) and substantially compromi...
Article -
4
Deep learning-based CNN for multiclassification of ocular diseases using transfer learning
出版 2024-12-01獲取全文Effective and timely diagnosis and treatment of ocular diseases is essential for swift recovery of the patients. Among ocular diseases, cataract and glaucoma are the most prevalent globally and need adequate attention. The present paper aims to develop an optimised deep learning based convolutional...
Article