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.

Библиографические подробности
Главный автор:	Oli, Md. Yahea Sultan
Другие авторы:	Chakrabarty, Amitabha
Формат:	Project report
Язык:	English
Опубликовано:	Brac University 2023
Предметы:	Cancer Distinguished Melanoma Lesion Densenet121 VGG16 In- ceptionv3 ResNet50 Computer algorithms Pattern recognition systems Neural networks (Computer science)
Online-ссылка:	http://hdl.handle.net/10361/21229

Схожие документы

DenseNet based skin lesion classification and melanoma detection
по: Munaf, Arifuzzaman, и др.
Опубликовано: (2021)

Citrus leaf disease detection by image processing
по: Chowdhury, Mahir Faisal, и др.
Опубликовано: (2024)

Detecting brain tumor using deep neural networks from MRI images
по: Imamuzzaman, A.S.M., и др.
Опубликовано: (2021)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
по: Khisa, Pushpakali, и др.
Опубликовано: (2024)

Skin cancer classification for seven types of skin lesions
по: Rahman, Md. Tawsifur, и др.
Опубликовано: (2024)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
по: Ismail, Sayem Mohammad, и др.
Опубликовано: (2021)

Identifying brain abnormalities using image processing and CNN models
по: Talukder, Ismat Shehrin, и др.
Опубликовано: (2021)

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

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
по: Mim, Ankhi Akter, и др.
Опубликовано: (2024)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
по: Tasnim, Sadia, и др.
Опубликовано: (2023)

Covid-19 infected lung detection using machine learning
по: Islam, Md. Muntaha, и др.
Опубликовано: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
по: Rahman, Afridi Ibn, и др.
Опубликовано: (2022)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
по: Haque, Abid Hossain, и др.
Опубликовано: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
по: Khan, Farhan Sakib, и др.
Опубликовано: (2022)

Bone age comparison using convolutional neural network
по: Nawaz, Fariha, и др.
Опубликовано: (2019)

An efficient approach to detect melanoma skin cancer using a custom CNN model
по: Rahman, K.M Saidur, и др.
Опубликовано: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
по: Shahriar, Hasan, и др.
Опубликовано: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
по: Promit, Tahmid Ashrafee, и др.
Опубликовано: (2023)

Speech command classification based on deep neural networks
по: Hossain, Md. Sakib, и др.
Опубликовано: (2023)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
по: Nag, Pollock, и др.
Опубликовано: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
по: Athina, Fahima Hasan, и др.
Опубликовано: (2022)

Enhancing eye disease classification through synergistic deep learning approaches
по: Rahaman, Asif, и др.
Опубликовано: (2024)

Analyzing students’ concentration in online courses through Webcam
по: Asif, Md., и др.
Опубликовано: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
по: Choudhury, Prionto Kumar, и др.
Опубликовано: (2024)

Early detection of cervical cancer using deep neural networks
по: Akhund, Atoshi, и др.
Опубликовано: (2023)

Detection of pneumonia from chest X-ray images using machine learning
по: Priya, Afsana Rahman, и др.
Опубликовано: (2023)

Pattern classification /
по: Duda, Richard O.

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
по: Hossain, Mohammad Sakib, и др.
Опубликовано: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
по: Moon, Nowrin Tasnim, и др.
Опубликовано: (2023)

An efficient face recognition model using multiple angular images and deep neural network architecture
по: Subah, Silma, и др.
Опубликовано: (2024)

A domain and noise adversarial bird tune classification pipeline using deep neural network
по: Riya, Aparna Sarker, и др.
Опубликовано: (2023)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
по: Rahman, Rafeed, и др.
Опубликовано: (2021)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
по: Sarwar, Arafat, и др.
Опубликовано: (2023)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
по: Datta, Pranab, и др.
Опубликовано: (2021)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
по: Haque, Samiha, и др.
Опубликовано: (2021)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
по: Bhuiyan, Md Raihanul Islam, и др.
Опубликовано: (2024)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
по: Farhan, Rafid, и др.
Опубликовано: (2024)

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

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

Retinal Diseases Detection using Deep Learning
по: Mashfi, Shahriar, и др.
Опубликовано: (2023)