An efficient approach to detect melanoma skin cancer using a custom CNN model

An efficient approach to detect melanoma skin cancer using a custom CNN model

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

書目詳細資料
Main Authors:	Rahman, K.M Saidur, Amin, Tanjim Bin, Rahman, Mahdi Sakib, Sakib, G M Shadman Hossain
其他作者:	Alam, Md. Ashraful
格式:	Thesis
語言:	English
出版:	Brac University 2023
主題:	Convolutional Neural Networks (CNN) Melanoma Skin cancer VGG-16 VGG-19 AlexNet Artificial intelligence > Medical applications Diagnostic imaging
在線閱讀:	http://hdl.handle.net/10361/21833

相似書籍

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
由: Rahman, Rafeed, et al.
出版: (2021)

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

A Comparative study on Bengali handwritten character recognition and prediction using CNN
由: Abrar, Muntaqa, et al.
出版: (2021)

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

Exploring the use of Ingenol Mebutate to prevent non-melanoma skin cancer: A review
由: Haque, Fariha
出版: (2023)

Detection of skin cancer using Convolutional neural network
由: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
出版: (2020)

A review on combinatorial therapies in Melanoma
由: Ahmmed, Md. Kawsar
出版: (2024)

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

A review on melanoma treatment by cold atmospheric plasma
由: Pranto, Alif Hasan
出版: (2023)

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

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

Potential of nanoparticles as a topical drug delivery system for skin cancer: a review
由: Islam, Karima
出版: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
由: Radiah, Faiza, et al.
出版: (2024)

Detection of skin diseases using deep learning
由: Shodoy, Masuk Ur Rahman
出版: (2024)

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

Detection of Parkinson’s disease from Neuro-imagery using deep neural network with transfer learning
由: Asaduzzaman, et al.
出版: (2021)

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

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

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
由: Reza, Jamil Ur, et al.
出版: (2023)

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

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

Identifying brain abnormalities using image processing and CNN models
由: Talukder, Ismat Shehrin, et al.
出版: (2021)

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

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
由: Tasnim, Sadia, et al.
出版: (2023)

A review on Metastatic Melanoma combination therapy Ipilimumab-Nivolumab
由: Chakraborty, Anupama
出版: (2024)

Citrus leaf disease detection by image processing
由: Chowdhury, Mahir Faisal, et al.
出版: (2024)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
由: Bhuiyan, Md Raihanul Islam, et al.
出版: (2024)

Integration of handcrafted and deep neural features for Melanoma classification
由: Rahman, Mohammad Saminoor, et al.
出版: (2022)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
由: Nazmee, Namirah, et al.
出版: (2024)

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

An efficient deep learning approach to predict heart failure from image data using ejection fraction
由: Tanvir, Nazmul Karim, et al.
出版: (2023)

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

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

To control site-specific skin gene expression, autocrine mimics paracrine canonical Wnt signaling and Is activated ectopically in skin disease
由: Kim, Dongwon, et al.
出版: (2016)

Detection of pneumonia from chest X-ray images using machine learning
由: Priya, Afsana Rahman, et al.
出版: (2023)

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

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

An efficient approach for recyclable waste detection and classification using image processing techniques
由: Chowdhury, Prabal Kumar, et al.
出版: (2024)

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

Deep Learning based Bangla Voice to Braille Character Conversion System
由: Iqbal, Syed Bayes, et al.
出版: (2022)