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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Rahman, Md. Tawsifur, Azad, Md. Siam Sadman, Muhtasim, Ali
Άλλοι συγγραφείς:	Chakrabarty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Convolutional neural network Machine learning Cancer ResNet50v2 Inception V3 GAN Disease detection Diagnostic imaging Neural networks (Computer science) Cancer > Diagnosis
Διαθέσιμο Online:	http://hdl.handle.net/10361/23649

Παρόμοια τεκμήρια

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

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
ανά: Athina, Fahima Hasan, κ.ά.
Έκδοση: (2022)

Tomato leaf disease detection using convolutional neural network
ανά: Hasan, Md. Riazul, κ.ά.
Έκδοση: (2023)

Covid-19 infected lung detection using machine learning
ανά: Islam, Md. Muntaha, κ.ά.
Έκδοση: (2022)

Analyzing students’ concentration in online courses through Webcam
ανά: Asif, Md., κ.ά.
Έκδοση: (2024)

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

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
ανά: Khan, Farhan Sakib, κ.ά.
Έκδοση: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
ανά: Rahman, Afridi Ibn, κ.ά.
Έκδοση: (2022)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
ανά: Mashraf, Chowdhury Zerif, κ.ά.
Έκδοση: (2021)

Early detection of cervical cancer using deep neural networks
ανά: Akhund, Atoshi, κ.ά.
Έκδοση: (2023)

Approaching transfer learning to identify correctly worn facial masks
ανά: Sadid, Tausif, κ.ά.
Έκδοση: (2021)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
ανά: Awwal, Alvina, κ.ά.
Έκδοση: (2021)

Detection of skin cancer using Convolutional neural network
ανά: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, κ.ά.
Έκδοση: (2020)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
ανά: Shahriar, Farhan, κ.ά.
Έκδοση: (2021)

Speech command classification based on deep neural networks
ανά: Hossain, Md. Sakib, κ.ά.
Έκδοση: (2023)

Skin disease detection and classification using deep learning
ανά: Shuvon, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Citrus leaf disease detection by image processing
ανά: Chowdhury, Mahir Faisal, κ.ά.
Έκδοση: (2024)

DenseNet based skin lesion classification and melanoma detection
ανά: Munaf, Arifuzzaman, κ.ά.
Έκδοση: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
ανά: Haque, Abid Hossain, κ.ά.
Έκδοση: (2024)

Identifying brain abnormalities using image processing and CNN models
ανά: Talukder, Ismat Shehrin, κ.ά.
Έκδοση: (2021)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
ανά: Nag, Pollock, κ.ά.
Έκδοση: (2023)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
ανά: Islam, Tahsin, κ.ά.
Έκδοση: (2021)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
ανά: Hossain, Mohammad Sakib, κ.ά.
Έκδοση: (2023)

An efficient face recognition model using multiple angular images and deep neural network architecture
ανά: Subah, Silma, κ.ά.
Έκδοση: (2024)

A comparative study of lung cancer prediction using deep learning
ανά: Mugdho, Aka Mohammad, κ.ά.
Έκδοση: (2023)

An enhanced CNN model for classifying skin cancer
ανά: Haider, Kazi MD Minhajul, κ.ά.
Έκδοση: (2022)

Bone age comparison using convolutional neural network
ανά: Nawaz, Fariha, κ.ά.
Έκδοση: (2019)

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

An efficient approach to detect melanoma skin cancer using a custom CNN model
ανά: Rahman, K.M Saidur, κ.ά.
Έκδοση: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
ανά: Shahriar, Hasan, κ.ά.
Έκδοση: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
ανά: Ismail, Sayem Mohammad, κ.ά.
Έκδοση: (2021)

Automatic waste classification using deep learning and computer vision techniques
ανά: Akash, MD., κ.ά.
Έκδοση: (2023)

An Analysis on Bengali handwritten conjunct character recognition and prediction
ανά: Munawar, Maazin, κ.ά.
Έκδοση: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
ανά: Sakir, Adnan, κ.ά.
Έκδοση: (2023)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

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

Masked face identification using face recognition
ανά: Hossen, Tareq, κ.ά.
Έκδοση: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
ανά: Choudhury, Prionto Kumar, κ.ά.
Έκδοση: (2024)

Smoke detection using deep Convolutional neural network
ανά: Niloy, Wahidul Hasan, κ.ά.
Έκδοση: (2021)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)