Combining Lightweight Deep Learning Models with Data Augmentation for Analysis of Cervical Cells

QR Kod

Combining Lightweight Deep Learning Models with Data Augmentation for Analysis of Cervical Cells

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ((LNICST,volume 649)); International Conference on Smart Objects and Technologies for Social Good; pp: 173-182.

Kaydedildi:

Detaylı Bibliyografya
Asıl Yazarlar:	Le, Thi Thu Nga, Doan, Phuoc Dat, Phan, Nguyen Thanh An, Tran, Thi Thanh, Tran, Tuan Dat, Nguyen, Hoang Khang
Materyal Türü:	Bài viết
Dil:	English
Baskı/Yayın Bilgisi:	Springer Nature 2025
Konular:	Lightweight deep learning Data augmentation MobileNet EfficientNet Computational efficiency Cervical cells
Online Erişim:	https://doi.org/10.1007/978-3-032-01497-9_16 https://elib.vku.udn.vn/handle/123456789/5912
Etiketler:	Etiketle Etiket eklenmemiş, İlk siz ekleyin!

Thư viện lưu trữ:	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng

Benzer Materyaller

A Compact Version of EfficientNet
Yazar:: Hoang, Van Thanh, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Detecting Abnormal Cervical Cells Based on Segmentation of Overlapping Cells
Yazar:: Nguyen, Duc Hao, ve diğerleri
Baskı/Yayın Bilgisi: (2025)

An Improved Transfer Learning-Based Approach for Detecting Abnormal Cervical Cells from Pap Smear Microscopic Images
Yazar:: Le, Thi Thu Nga, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Car Detector Based on YOLOv5 for Parking Management
Yazar:: Nguyen, Duy Linh, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Xây dựng ứng dụng phân loại loài hoa sử dụng thư viện ML.NET
Yazar:: La, Quốc Thắng, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Identify Problems of Electrical Insulators using Multi-Task Learning
Yazar:: Bui, Huy Trinh, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Augmented Reality-based Mobile Application for Learning English
Yazar:: Chau, Thi Ma, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Deep learning model to identify Vietnamese historical figures
Yazar:: Vo, Dinh Phu, ve diğerleri
Baskı/Yayın Bilgisi: (2025)

Enhancing Software Fault Localization with Variational Autoencoder and Residual Neural Networks
Yazar:: Cao, Thi Nham, ve diğerleri
Baskı/Yayın Bilgisi: (2025)

Efficiency unit & production unit
Baskı/Yayın Bilgisi: (1967)

A simple and highly efficient method for surface treatment of Ti substrates for use in dye-sensitized solar cells /
Yazar:: Yun, Ho-Gyeong.

Building an application to classify gender, age, and emotion using Deep Learning
Yazar:: Le, Dac Khoa
Baskı/Yayın Bilgisi: (2024)

Augmenting Customer Experience with SharePoint Online
Yazar:: Waghmare, Charles
Baskı/Yayın Bilgisi: (2020)

A two-stage approach to efficiency modeling : An application to the australian hospital food production industry /
Yazar:: Assaf, A.

Detection of Driver Sleepiness using Deep Learning
Yazar:: Trinh, Quang Tin
Baskı/Yayın Bilgisi: (2023)

A study on semi-supervised solutions for overlapped cell classification
Yazar:: Nguyen, Duc Hao, ve diğerleri
Baskı/Yayın Bilgisi: (2025)

PAC-Performance analysis and control
Yazar:: Kadota, Takeji
Baskı/Yayın Bilgisi: (1970)

We too can prosper :
Yazar:: Hutton, Graham
Baskı/Yayın Bilgisi: (1953)

Tritention U-Net: A Modified U-Net Architecture for Lung Tumor Segmentation
Yazar:: Le, Nguyen Hung, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Deep Learning for Computer Vision with Python (1st Edition)
Yazar:: Starter, Bundle, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Building an application for identifying Birds using Deep Learning model
Yazar:: Nguyen, Si Thien
Baskı/Yayın Bilgisi: (2024)

Combine Deep Learning And Big Data By Transfer Learning: Apply To Solve Sentiment Analysis Problem In Vietnamese Language
Yazar:: Le, Van Minh
Baskı/Yayın Bilgisi: (2021)

Mobile ASP.NET MVC 5
Yazar:: Sowell, Eric.

Building an app to identify Bird species using Deep Learning models
Yazar:: Nguyen, Thi Quynh Nhu
Baskı/Yayın Bilgisi: (2024)

Image colorization using Deep Learning
Yazar:: Nguyen, Tai Cuong
Baskı/Yayın Bilgisi: (2022)

Learn deep learning methods on the problem of identifying points and student codes
Yazar:: Tran, Binh Minh
Baskı/Yayın Bilgisi: (2022)

Comparing four methods of augmentative release of Eretmocerus nr. emiratus against Bemisia argentifolii /
Yazar:: Gould, Juli R.

Xamarin Continuous Integration and Delivery. 1st ed.
Yazar:: Versluis, Gerald
Baskı/Yayın Bilgisi: (2020)

Industrial organization in Japan
Yazar:: Caves, Richard E.
Baskı/Yayın Bilgisi: (1976)

Exploring Scalability in Large-Scale Time Series in DeepVATS Framework
Yazar:: Valenzuela, Inmaculada Santamaria, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Deep learning researching builds an application to recognize smoke and fire in fire protection
Yazar:: Tran, Khanh Duy
Baskı/Yayın Bilgisi: (2024)

Building Su Viet website integrating ai for recognizing vietnamese historical figures
Yazar:: Vo, Dinh Phu, ve diğerleri
Baskı/Yayın Bilgisi: (2025)

Building a Deep Learning Model for Diagnosing Skin Diseases
Yazar:: Dang, Phuoc Tien
Baskı/Yayın Bilgisi: (2025)

Augmentative biological control of arthropods in Latin America /
Yazar:: Lenteren, Joop C. Van.

Stable and efficient solid-state light-emitting electrochemical cells based on a series of hydrophobic iridium complexes /

Research and development of a Fire Detection System using Deep Learning
Yazar:: Nguyen, Minh Tri
Baskı/Yayın Bilgisi: (2024)

Research And Implementation Of Deep Learning Models In Identifying Financial Transaction Fraud
Yazar:: Hoang, Xuan Thang
Baskı/Yayın Bilgisi: (2025)

Elemental Composition of Women's Fingernails: A Comparative Analysis Between Cervical Cancer Patients and Healthy Individuals
Yazar:: Nguyễn, Thị Minh Sang, ve diğerleri
Baskı/Yayın Bilgisi: (2025)

Deep Learning-Based Approach for Automatic Detection of Malaria in Peripheral Blood Smear Images
Yazar:: Pham, Vu Thu Nguyet, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

An external quantum efficiency technique to directly observe current balancing in tandem organic photovoltaics /