Skin lesion classification using different CNN models

Skin lesion classification using different CNN models

This project report is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Detalles Bibliográficos
Autor Principal:	Oli, Md. Yahea Sultan
Outros autores:	Chakrabarty, Amitabha
Formato:	Project report
Idioma:	English
Publicado:	Brac University 2023
Subjects:	Cancer Distinguished Melanoma Lesion Densenet121 VGG16 In- ceptionv3 ResNet50 Computer algorithms Pattern recognition systems Neural networks (Computer science)
Acceso en liña:	http://hdl.handle.net/10361/21229

Títulos similares

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

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

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

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

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

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

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

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

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
por: Mim, Ankhi Akter, et al.
Publicado: (2024)

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

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

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

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

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

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

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

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

Detection of coronary artery blockage at an early stage using effective deep learning technique
por: Promit, Tahmid Ashrafee, et al.
Publicado: (2023)

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

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

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

Enhancing eye disease classification through synergistic deep learning approaches
por: Rahaman, Asif, et al.
Publicado: (2024)

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

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

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

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

Pattern classification /
por: Duda, Richard O.

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

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

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

A domain and noise adversarial bird tune classification pipeline using deep neural network
por: Riya, Aparna Sarker, et al.
Publicado: (2023)

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

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

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
por: Datta, Pranab, et al.
Publicado: (2021)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
por: Haque, Samiha, et al.
Publicado: (2021)

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

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
por: Farhan, Rafid, et al.
Publicado: (2024)

Deep learning based medical X-ray image recognition and classification
por: Khan, Md. Rakib Hossain
Publicado: (2019)

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

Retinal Diseases Detection using Deep Learning
por: Mashfi, Shahriar, et al.
Publicado: (2023)