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

Côd QR

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.

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awduron:	Le, Thi Thu Nga, Doan, Phuoc Dat, Phan, Nguyen Thanh An, Tran, Thi Thanh, Tran, Tuan Dat, Nguyen, Hoang Khang
Fformat:	Bài viết
Iaith:	English
Cyhoeddwyd:	Springer Nature 2025
Pynciau:	Lightweight deep learning Data augmentation MobileNet EfficientNet Computational efficiency Cervical cells
Mynediad Ar-lein:	https://doi.org/10.1007/978-3-032-01497-9_16 https://elib.vku.udn.vn/handle/123456789/5912
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

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

Eitemau Tebyg

A Compact Version of EfficientNet
gan: Hoang, Van Thanh, et al.
Cyhoeddwyd: (2023)

Detecting Abnormal Cervical Cells Based on Segmentation of Overlapping Cells
gan: Nguyen, Duc Hao, et al.
Cyhoeddwyd: (2025)

An Improved Transfer Learning-Based Approach for Detecting Abnormal Cervical Cells from Pap Smear Microscopic Images
gan: Le, Thi Thu Nga, et al.
Cyhoeddwyd: (2023)

Car Detector Based on YOLOv5 for Parking Management
gan: Nguyen, Duy Linh, et al.
Cyhoeddwyd: (2023)

Xây dựng ứng dụng phân loại loài hoa sử dụng thư viện ML.NET
gan: La, Quốc Thắng, et al.
Cyhoeddwyd: (2022)

Identify Problems of Electrical Insulators using Multi-Task Learning
gan: Bui, Huy Trinh, et al.
Cyhoeddwyd: (2024)

Augmented Reality-based Mobile Application for Learning English
gan: Chau, Thi Ma, et al.
Cyhoeddwyd: (2024)

Deep learning model to identify Vietnamese historical figures
gan: Vo, Dinh Phu, et al.
Cyhoeddwyd: (2025)

Enhancing Software Fault Localization with Variational Autoencoder and Residual Neural Networks
gan: Cao, Thi Nham, et al.
Cyhoeddwyd: (2025)

Efficiency unit & production unit
Cyhoeddwyd: (1967)

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

Building an application to classify gender, age, and emotion using Deep Learning
gan: Le, Dac Khoa
Cyhoeddwyd: (2024)

Augmenting Customer Experience with SharePoint Online
gan: Waghmare, Charles
Cyhoeddwyd: (2020)

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

Detection of Driver Sleepiness using Deep Learning
gan: Trinh, Quang Tin
Cyhoeddwyd: (2023)

A study on semi-supervised solutions for overlapped cell classification
gan: Nguyen, Duc Hao, et al.
Cyhoeddwyd: (2025)

PAC-Performance analysis and control
gan: Kadota, Takeji
Cyhoeddwyd: (1970)

We too can prosper :
gan: Hutton, Graham
Cyhoeddwyd: (1953)

Tritention U-Net: A Modified U-Net Architecture for Lung Tumor Segmentation
gan: Le, Nguyen Hung, et al.
Cyhoeddwyd: (2023)

Deep Learning for Computer Vision with Python (1st Edition)
gan: Starter, Bundle, et al.
Cyhoeddwyd: (2023)

Building an application for identifying Birds using Deep Learning model
gan: Nguyen, Si Thien
Cyhoeddwyd: (2024)

Combine Deep Learning And Big Data By Transfer Learning: Apply To Solve Sentiment Analysis Problem In Vietnamese Language
gan: Le, Van Minh
Cyhoeddwyd: (2021)

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

Building an app to identify Bird species using Deep Learning models
gan: Nguyen, Thi Quynh Nhu
Cyhoeddwyd: (2024)

Image colorization using Deep Learning
gan: Nguyen, Tai Cuong
Cyhoeddwyd: (2022)

Learn deep learning methods on the problem of identifying points and student codes
gan: Tran, Binh Minh
Cyhoeddwyd: (2022)

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

Xamarin Continuous Integration and Delivery. 1st ed.
gan: Versluis, Gerald
Cyhoeddwyd: (2020)

Industrial organization in Japan
gan: Caves, Richard E.
Cyhoeddwyd: (1976)

Exploring Scalability in Large-Scale Time Series in DeepVATS Framework
gan: Valenzuela, Inmaculada Santamaria, et al.
Cyhoeddwyd: (2024)

Deep learning researching builds an application to recognize smoke and fire in fire protection
gan: Tran, Khanh Duy
Cyhoeddwyd: (2024)

Building Su Viet website integrating ai for recognizing vietnamese historical figures
gan: Vo, Dinh Phu, et al.
Cyhoeddwyd: (2025)

Building a Deep Learning Model for Diagnosing Skin Diseases
gan: Dang, Phuoc Tien
Cyhoeddwyd: (2025)

Augmentative biological control of arthropods in Latin America /
gan: 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
gan: Nguyen, Minh Tri
Cyhoeddwyd: (2024)

Research And Implementation Of Deep Learning Models In Identifying Financial Transaction Fraud
gan: Hoang, Xuan Thang
Cyhoeddwyd: (2025)

Elemental Composition of Women's Fingernails: A Comparative Analysis Between Cervical Cancer Patients and Healthy Individuals
gan: Nguyễn, Thị Minh Sang, et al.
Cyhoeddwyd: (2025)

Deep Learning-Based Approach for Automatic Detection of Malaria in Peripheral Blood Smear Images
gan: Pham, Vu Thu Nguyet, et al.
Cyhoeddwyd: (2023)

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