Early detection of cervical cancer using deep neural networks

Early detection of cervical cancer using deep neural networks

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Bibliografiset tiedot
Päätekijät:	Akhund, Atoshi, Ahmad, Saad, Taki, Sarwar Siddiqui
Muut tekijät:	Alam, Md. Ashraful
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2023
Aiheet:	Cervical cancer HPV Precancerous lesions Cervix image Deep neural network VGG ResNet Inception Neural networks (Computer science) Cervix uteri > Cancer > Diagnosis
Linkit:	http://hdl.handle.net/10361/18093

Samankaltaisia teoksia

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
Tekijä: Faisal, Shah
Julkaistu: (2024)

Decoding the functional roles of intronic microRNA miR-2355 and its host gene KLF7 in immunobiology of cervical cancer
Tekijä: Samia, Nure Sharaf Nower
Julkaistu: (2021)

Review on cervical cancer: effective vaccination project
Tekijä: Humayra, Ayonti
Julkaistu: (2024)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
Tekijä: Bhuiyan, Mazedul Haque, et al.
Julkaistu: (2021)

Awareness of cervical cancer vaccination among educated females: a Bangladeshi perspective
Tekijä: Taniya, Sumaiya Akter
Julkaistu: (2023)

A review on the socio-demographic and cultural factors associated with the delayed diagnosis of cervical cancer and possible interventions in screening attitude: From South Asian perspective
Tekijä: Tarannum, Nafisa, et al.
Julkaistu: (2023)

Skin cancer classification for seven types of skin lesions
Tekijä: Rahman, Md. Tawsifur, et al.
Julkaistu: (2024)

Skin lesion classification using different CNN models
Tekijä: Oli, Md. Yahea Sultan
Julkaistu: (2023)

Covid-19 infected lung detection using machine learning
Tekijä: Islam, Md. Muntaha, et al.
Julkaistu: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
Tekijä: Saad-Ul-Kabir, Syed, et al.
Julkaistu: (2021)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
Tekijä: Akhter, Nasrin
Julkaistu: (2023)

An Efficient deep learning approach to detect Brain Tumor using MRI images
Tekijä: Islam, Annur Tasnim, et al.
Julkaistu: (2022)

Bone age comparison using convolutional neural network
Tekijä: Nawaz, Fariha, et al.
Julkaistu: (2019)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
Tekijä: Shahriar, Farhan, et al.
Julkaistu: (2021)

Tomato leaf disease detection using convolutional neural network
Tekijä: Hasan, Md. Riazul, et al.
Julkaistu: (2023)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
Tekijä: Khan, Farhan Sakib, et al.
Julkaistu: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
Tekijä: Rahman, Afridi Ibn, et al.
Julkaistu: (2022)

Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
Tekijä: Khan, Afsana, et al.
Julkaistu: (2022)

Smoke detection using deep Convolutional neural network
Tekijä: Niloy, Wahidul Hasan, et al.
Julkaistu: (2021)

Speech command classification based on deep neural networks
Tekijä: Hossain, Md. Sakib, et al.
Julkaistu: (2023)

Detecting brain tumor using deep neural networks from MRI images
Tekijä: Imamuzzaman, A.S.M., et al.
Julkaistu: (2021)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
Tekijä: Choudhury, Prionto Kumar, et al.
Julkaistu: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
Tekijä: Awwal, Alvina, et al.
Julkaistu: (2021)

DenseNet based skin lesion classification and melanoma detection
Tekijä: Munaf, Arifuzzaman, et al.
Julkaistu: (2021)

An efficient face recognition model using multiple angular images and deep neural network architecture
Tekijä: Subah, Silma, et al.
Julkaistu: (2024)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
Tekijä: Haque, Abid Hossain, et al.
Julkaistu: (2024)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
Tekijä: Khisa, Pushpakali, et al.
Julkaistu: (2024)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
Tekijä: Sarwar, Arafat, et al.
Julkaistu: (2023)

Obscure face recognition using deep neural networks
Tekijä: Akash, MD Shahadat Hossain, et al.
Julkaistu: (2023)

Survey on patients undergoing treatments for cervical, endometrial and ovarian cancer
Tekijä: Nawar, Anika
Julkaistu: (2019)

Early detection of breast cancer using machine learning
Tekijä: Fuad, Wasi Mohammad
Julkaistu: (2019)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
Tekijä: Mashraf, Chowdhury Zerif, et al.
Julkaistu: (2021)

A comparative study of lung cancer prediction using deep learning
Tekijä: Mugdho, Aka Mohammad, et al.
Julkaistu: (2023)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
Tekijä: Hossain, Mohammad Sakib, et al.
Julkaistu: (2023)

Analyzing students’ concentration in online courses through Webcam
Tekijä: Asif, Md., et al.
Julkaistu: (2024)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
Tekijä: Ismail, Sayem Mohammad, et al.
Julkaistu: (2021)

Plant disease detection using convolutional neural network
Tekijä: Hossain, Mohammad Shifat, et al.
Julkaistu: (2021)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
Tekijä: Nag, Pollock, et al.
Julkaistu: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
Tekijä: Moon, Nowrin Tasnim, et al.
Julkaistu: (2023)

Decipherable classification of glaucoma using deep neural network leveraging XAI
Tekijä: Chayan, Touhidul Islam, et al.
Julkaistu: (2023)