Skin cancer classification for seven types of skin lesions

Skin cancer classification for seven types of skin lesions

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Bibliografiska uppgifter
Huvudupphovsmän:	Rahman, Md. Tawsifur, Azad, Md. Siam Sadman, Muhtasim, Ali
Övriga upphovsmän:	Chakrabarty, Amitabha
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2024
Ämnen:	Convolutional neural network Machine learning Cancer ResNet50v2 Inception V3 GAN Disease detection Diagnostic imaging Neural networks (Computer science) Cancer > Diagnosis
Länkar:	http://hdl.handle.net/10361/23649

Liknande verk

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

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
av: Athina, Fahima Hasan, et al.
Publicerad: (2022)

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

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

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

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

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

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

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

Early detection of cervical cancer using deep neural networks
av: Akhund, Atoshi, et al.
Publicerad: (2023)

Approaching transfer learning to identify correctly worn facial masks
av: Sadid, Tausif, et al.
Publicerad: (2021)

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

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

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

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

Skin disease detection and classification using deep learning
av: Shuvon, Mehedi Hasan, et al.
Publicerad: (2022)

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

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

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

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

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

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
av: Islam, Tahsin, et al.
Publicerad: (2021)

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

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

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

An enhanced CNN model for classifying skin cancer
av: Haider, Kazi MD Minhajul, et al.
Publicerad: (2022)

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

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

An efficient approach to detect melanoma skin cancer using a custom CNN model
av: Rahman, K.M Saidur, et al.
Publicerad: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
av: Shahriar, Hasan, et al.
Publicerad: (2022)

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

Automatic waste classification using deep learning and computer vision techniques
av: Akash, MD., et al.
Publicerad: (2023)

An Analysis on Bengali handwritten conjunct character recognition and prediction
av: Munawar, Maazin, et al.
Publicerad: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
av: Sakir, Adnan, et al.
Publicerad: (2023)

Diabetic retinopathy detection and classification by using deep learning
av: Hossain, Shahriar, et al.
Publicerad: (2022)

Brain tumor segmentation from MRI images using convolutional neural networks
av: Khan, Mushfiqur Rahman
Publicerad: (2024)

Masked face identification using face recognition
av: Hossen, Tareq, et al.
Publicerad: (2024)

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

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

An efficient deep learning approach to detect skin Cancer
av: Islam, Ashfaqul, et al.
Publicerad: (2022)