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.

Podrobná bibliografie
Hlavní autoři:	Rahman, Md. Tawsifur, Azad, Md. Siam Sadman, Muhtasim, Ali
Další autoři:	Chakrabarty, Amitabha
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2024
Témata:	Convolutional neural network Machine learning Cancer ResNet50v2 Inception V3 GAN Disease detection Diagnostic imaging Neural networks (Computer science) Cancer > Diagnosis
On-line přístup:	http://hdl.handle.net/10361/23649

Podobné jednotky

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

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
Autor: Athina, Fahima Hasan, a další
Vydáno: (2022)

Tomato leaf disease detection using convolutional neural network
Autor: Hasan, Md. Riazul, a další
Vydáno: (2023)

Covid-19 infected lung detection using machine learning
Autor: Islam, Md. Muntaha, a další
Vydáno: (2022)

Analyzing students’ concentration in online courses through Webcam
Autor: Asif, Md., a další
Vydáno: (2024)

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

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
Autor: Khan, Farhan Sakib, a další
Vydáno: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
Autor: Rahman, Afridi Ibn, a další
Vydáno: (2022)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
Autor: Mashraf, Chowdhury Zerif, a další
Vydáno: (2021)

Early detection of cervical cancer using deep neural networks
Autor: Akhund, Atoshi, a další
Vydáno: (2023)

Approaching transfer learning to identify correctly worn facial masks
Autor: Sadid, Tausif, a další
Vydáno: (2021)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
Autor: Awwal, Alvina, a další
Vydáno: (2021)

Detection of skin cancer using Convolutional neural network
Autor: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, a další
Vydáno: (2020)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
Autor: Shahriar, Farhan, a další
Vydáno: (2021)

Speech command classification based on deep neural networks
Autor: Hossain, Md. Sakib, a další
Vydáno: (2023)

Skin disease detection and classification using deep learning
Autor: Shuvon, Mehedi Hasan, a další
Vydáno: (2022)

Citrus leaf disease detection by image processing
Autor: Chowdhury, Mahir Faisal, a další
Vydáno: (2024)

DenseNet based skin lesion classification and melanoma detection
Autor: Munaf, Arifuzzaman, a další
Vydáno: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
Autor: Haque, Abid Hossain, a další
Vydáno: (2024)

Identifying brain abnormalities using image processing and CNN models
Autor: Talukder, Ismat Shehrin, a další
Vydáno: (2021)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
Autor: Nag, Pollock, a další
Vydáno: (2023)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
Autor: Islam, Tahsin, a další
Vydáno: (2021)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
Autor: Hossain, Mohammad Sakib, a další
Vydáno: (2023)

An efficient face recognition model using multiple angular images and deep neural network architecture
Autor: Subah, Silma, a další
Vydáno: (2024)

A comparative study of lung cancer prediction using deep learning
Autor: Mugdho, Aka Mohammad, a další
Vydáno: (2023)

An enhanced CNN model for classifying skin cancer
Autor: Haider, Kazi MD Minhajul, a další
Vydáno: (2022)

Bone age comparison using convolutional neural network
Autor: Nawaz, Fariha, a další
Vydáno: (2019)

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

An efficient approach to detect melanoma skin cancer using a custom CNN model
Autor: Rahman, K.M Saidur, a další
Vydáno: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
Autor: Shahriar, Hasan, a další
Vydáno: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
Autor: Ismail, Sayem Mohammad, a další
Vydáno: (2021)

Automatic waste classification using deep learning and computer vision techniques
Autor: Akash, MD., a další
Vydáno: (2023)

An Analysis on Bengali handwritten conjunct character recognition and prediction
Autor: Munawar, Maazin, a další
Vydáno: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Autor: Sakir, Adnan, a další
Vydáno: (2023)

Diabetic retinopathy detection and classification by using deep learning
Autor: Hossain, Shahriar, a další
Vydáno: (2022)

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

Masked face identification using face recognition
Autor: Hossen, Tareq, a další
Vydáno: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
Autor: Choudhury, Prionto Kumar, a další
Vydáno: (2024)

Smoke detection using deep Convolutional neural network
Autor: Niloy, Wahidul Hasan, a další
Vydáno: (2021)

An efficient deep learning approach to detect skin Cancer
Autor: Islam, Ashfaqul, a další
Vydáno: (2022)