Layer selection on residual network for feature extraction of pap smear images
Pap smear screening test is one of the early prevention efforts to detect cervical cancer. Manual screening tests are still prone to observation errors. This study aims to create a convolutional neural network (CNN) model and support vector machine (SVM) model to identify cervical cancer through pap...
| Main Authors: | Akbar, Alfian Hamam, Sitanggang, Imas Sukaesih, Agmalaro, Muhammad Asyhar, Haryanto, Toto, Rulaningtyas, Riries, Husin, Nor Azura |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Semarak Ilmu Publishing
2024
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/105687/ http://psasir.upm.edu.my/id/eprint/105687/1/ARASETV36_N2_P56_66.pdf |
Similar Items
Understanding about pap smear among Malay women
by: Mohamad Diah, Nurazzura, et al.
Published: (2015)
by: Mohamad Diah, Nurazzura, et al.
Published: (2015)
To expose or not to expose: the complexity of emotions in Pap smear acceptance
by: Baharom, Anisah, et al.
Published: (2013)
by: Baharom, Anisah, et al.
Published: (2013)
Segmentation Of Stretched Pap Smear Cytology Images Using Clustering Algorithm.
by: Ghafar, R, et al.
Published: (2003)
by: Ghafar, R, et al.
Published: (2003)
Utility of pap smears and mammograms in midlife urban
Malaysian women
by: Adeeb N,, et al.
Published: (2008)
by: Adeeb N,, et al.
Published: (2008)
Contrast Enhancement Image Processing Technique On Segmented Pap Smear Cytology Images.
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)
Distress among women with abnormal pap smear in east coast of Malaysia
Extended spatial decision tree algorithm for classifying hotspot occurrence
by: Sitanggang, Imas Sukaesih
Published: (2013)
by: Sitanggang, Imas Sukaesih
Published: (2013)
Dilema saringan pap smear dalam kalangan beliawanis: masalah dan cabarannya
by: Mohamad Diah, Nurazzura, et al.
Published: (2019)
by: Mohamad Diah, Nurazzura, et al.
Published: (2019)
Psychosocial burden among women with abnormal pap smear in east coast of Malaysia
Relationship between health literacy, knowledge of cervical cancer, knowledge of pap smear and attitude towards pap smear among Malay Muslim women attending pre-marital course / Nurul Nadia Baharum
by: Baharum, Nurul Nadia
Published: (2019)
by: Baharum, Nurul Nadia
Published: (2019)
Knowledge of pap smear among academician in a public university in central region of Malaysia.
by: Ismail, Irmi Zarina, et al.
Published: (2011)
by: Ismail, Irmi Zarina, et al.
Published: (2011)
Pap smear uptake and its associated factors among Orang Asli women in Selangor
by: Abdul Manaf, Rosliza, et al.
Published: (2017)
by: Abdul Manaf, Rosliza, et al.
Published: (2017)
Sequential pattern mining on library transaction data
by: Sitanggang, Imas Sukaesih, et al.
Published: (2010)
by: Sitanggang, Imas Sukaesih, et al.
Published: (2010)
The effectiveness of health education program towards knowledge and attitude on Pap smear among married women in Kuantan, Pahang
by: Sowtali, Siti Noorkhairina, et al.
Published: (2016)
by: Sowtali, Siti Noorkhairina, et al.
Published: (2016)
Determining factors on level of knowledge regarding pap smear among married women in Hulu Langat district, Selangor
by: M Jamsiah,
Published: (2009)
by: M Jamsiah,
Published: (2009)
A study on the association of sexual factors and personal hygiene between couples in relation to cervical changes in pap smear
by: Dhalliwal, Ranjit Singh
Published: (2006)
by: Dhalliwal, Ranjit Singh
Published: (2006)
A study on the association of sexual factors and
personal hygiene between couples in relation to
cervical changes in pap smear
by: Dhalliwal, Ranjit Singh
Published: (2006)
by: Dhalliwal, Ranjit Singh
Published: (2006)
General health and psychosocial burden among women with abnormal pap smear and post colposcopy: A correlation analysis
Classification model for hotspot occurrences using a decision tree method
by: Sitanggang, Imas Sukaesih, et al.
Published: (2011)
by: Sitanggang, Imas Sukaesih, et al.
Published: (2011)
Hotspot occurences classififcation using decision tree method: case study in the Rokan Hilir, Riau Province, Indonesia
by: Imas, Sukaesih Sitanggang, et al.
Published: (2010)
by: Imas, Sukaesih Sitanggang, et al.
Published: (2010)
Knowledge, practice and barriers of pap smear screening among patients in obstetrics & gynecology ward of the largest government hospital in Pahang
by: Azmi, Nur Farha Adnin, et al.
Published: (2018)
by: Azmi, Nur Farha Adnin, et al.
Published: (2018)
Knowledge and perception and towards PAP Smear among women who visited health clinics in Kuala Terengganu district, 1997
by: Balkis Ab. Karim,, et al.
Published: (2006)
by: Balkis Ab. Karim,, et al.
Published: (2006)
Knowledge, attitude, practice of Pap smear and their associated factors among female staff of Universiti Sains Islam Malaysia, Nilai
by: Mohd Razi, Nuurain Amirah
Published: (2017)
by: Mohd Razi, Nuurain Amirah
Published: (2017)
Health beliefs and sociodemographic factors in relation to pap smear practices of women attending urban health clinics in Kuching district, 2009
by: Noorzilawati, Sahak.
Published: (2010)
by: Noorzilawati, Sahak.
Published: (2010)
The Psychometric Properties of the Malay Version of Psychosocial Effects of Abnormal Pap Smear Questionnaire (PEAPS-Q): A Confirmatory Factor Analysis
The pscyhometric properties of the Malay version of Psychosocial effects of abnormal Pap smear questionnaire (PEAPS-Q): a confirmatory factor analysis
Factors related to the practice of breast self examination (BSE) and Pap smear screening among Malaysian women workers in selected electronics factories
by: Chee, HL, et al.
Published: (2003)
by: Chee, HL, et al.
Published: (2003)
Validation of PEAPS-Q-14 (Malay version) among women with abnormal Pap smear results: A reliability and exploratory factor analysis
Validation of PEAPS-Q-14 (Malay version) Among Women With Abnormal Pap Smear Results: A Reliability and Exploratory Factor Analysis
Comparison of thinprep™ monolayer
cytology versus conventional pap
smear and the correlation with human
papilloma virus detection using hybrid capture® 2 system
by: Ma'asah, Mohd. Shariman Md. Shah @
Published: (2007)
by: Ma'asah, Mohd. Shariman Md. Shah @
Published: (2007)
2018_Psychosocial Burden and Its Associated Factors Among Women with Abnormal Pap Smear Results Post Colposcopy in The East Coast of Peninsular Malaysia
Psychosocial burden differences between women of reproductive age and menopausal age due to abnormal Pap smear: A pilot study of the East Coast of Malaysia
The knowledge, attitude, and practice regarding pap smear, cervical cancer, and human papillomavirus among women attending a mother and child health clinic in Kuantan, Malaysia
by: Tg. Abdul Rahman, Tg. Faten Nurjihan, et al.
Published: (2019)
by: Tg. Abdul Rahman, Tg. Faten Nurjihan, et al.
Published: (2019)
Effect of dentin pre-treatment on smear layer thickness. an ultrastructural study
by: Mahdan, Mohd. Haidil Akmal, et al.
Published: (2020)
by: Mahdan, Mohd. Haidil Akmal, et al.
Published: (2020)
iRICE decision support system: time-series forecasting model for the risk management system
by: Husin, Nor Azura, et al.
Published: (2024)
by: Husin, Nor Azura, et al.
Published: (2024)
The Effectiveness Of Health Education Program Towards Enhancing
Knowledge, Attitude And Practice
On Pap Smear Uptake Among Sahabat
Amanah Ikhtiar Malaysia
In Alor Setar And Sungai Petani
by: Romli, Rodziah
Published: (2018)
by: Romli, Rodziah
Published: (2018)
A decision tree based on spatial relationships for predicting hotspots in peatlands
by: Sitanggang, Imas Sukaesih, et al.
Published: (2014)
by: Sitanggang, Imas Sukaesih, et al.
Published: (2014)
Spatial data mining application in forest fire assessment in tropical peat areas
by: Nuruddin, Ahmad Ainuddin, et al.
Published: (2014)
by: Nuruddin, Ahmad Ainuddin, et al.
Published: (2014)
Modeling forest fires risk using spatial decision tree
by: Yaakob, Razali, et al.
Published: (2011)
by: Yaakob, Razali, et al.
Published: (2011)
An extended ID3 decision tree algorithm for spatial data
by: Sitanggang, Imas Sukaesih, et al.
Published: (2011)
by: Sitanggang, Imas Sukaesih, et al.
Published: (2011)
Similar Items
-
Understanding about pap smear among Malay women
by: Mohamad Diah, Nurazzura, et al.
Published: (2015) -
To expose or not to expose: the complexity of emotions in Pap smear acceptance
by: Baharom, Anisah, et al.
Published: (2013) -
Segmentation Of Stretched Pap Smear Cytology Images Using Clustering Algorithm.
by: Ghafar, R, et al.
Published: (2003) -
Utility of pap smears and mammograms in midlife urban
Malaysian women
by: Adeeb N,, et al.
Published: (2008) -
Contrast Enhancement Image Processing Technique On Segmented Pap Smear Cytology Images.
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)