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.

Bibliografiset tiedot
Päätekijät:	Rahman, Md. Tawsifur, Azad, Md. Siam Sadman, Muhtasim, Ali
Muut tekijät:	Chakrabarty, Amitabha
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2024
Aiheet:	Convolutional neural network Machine learning Cancer ResNet50v2 Inception V3 GAN Disease detection Diagnostic imaging Neural networks (Computer science) Cancer > Diagnosis
Linkit:	http://hdl.handle.net/10361/23649

Samankaltaisia teoksia

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

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

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

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

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

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 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)

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Masked face identification using face recognition
Tekijä: Hossen, Tareq, et al.
Julkaistu: (2024)

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

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

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