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.

書誌詳細
第一著者:	Oli, Md. Yahea Sultan
その他の著者:	Chakrabarty, Amitabha
フォーマット:	Project report
言語:	English
出版事項:	Brac University 2023
主題:	Cancer Distinguished Melanoma Lesion Densenet121 VGG16 In- ceptionv3 ResNet50 Computer algorithms Pattern recognition systems Neural networks (Computer science)
オンライン･アクセス:	http://hdl.handle.net/10361/21229

類似資料

DenseNet based skin lesion classification and melanoma detection
著者:: Munaf, Arifuzzaman, 等
出版事項: (2021)

Citrus leaf disease detection by image processing
著者:: Chowdhury, Mahir Faisal, 等
出版事項: (2024)

Detecting brain tumor using deep neural networks from MRI images
著者:: Imamuzzaman, A.S.M., 等
出版事項: (2021)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
著者:: Khisa, Pushpakali, 等
出版事項: (2024)

Skin cancer classification for seven types of skin lesions
著者:: Rahman, Md. Tawsifur, 等
出版事項: (2024)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
著者:: Ismail, Sayem Mohammad, 等
出版事項: (2021)

Identifying brain abnormalities using image processing and CNN models
著者:: Talukder, Ismat Shehrin, 等
出版事項: (2021)

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

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
著者:: Mim, Ankhi Akter, 等
出版事項: (2024)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
著者:: Tasnim, Sadia, 等
出版事項: (2023)

Covid-19 infected lung detection using machine learning
著者:: Islam, Md. Muntaha, 等
出版事項: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
著者:: Rahman, Afridi Ibn, 等
出版事項: (2022)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
著者:: Haque, Abid Hossain, 等
出版事項: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
著者:: Khan, Farhan Sakib, 等
出版事項: (2022)

Bone age comparison using convolutional neural network
著者:: Nawaz, Fariha, 等
出版事項: (2019)

An efficient approach to detect melanoma skin cancer using a custom CNN model
著者:: Rahman, K.M Saidur, 等
出版事項: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
著者:: Shahriar, Hasan, 等
出版事項: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
著者:: Promit, Tahmid Ashrafee, 等
出版事項: (2023)

Speech command classification based on deep neural networks
著者:: Hossain, Md. Sakib, 等
出版事項: (2023)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
著者:: Nag, Pollock, 等
出版事項: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
著者:: Athina, Fahima Hasan, 等
出版事項: (2022)

Enhancing eye disease classification through synergistic deep learning approaches
著者:: Rahaman, Asif, 等
出版事項: (2024)

Analyzing students’ concentration in online courses through Webcam
著者:: Asif, Md., 等
出版事項: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
著者:: Choudhury, Prionto Kumar, 等
出版事項: (2024)

Early detection of cervical cancer using deep neural networks
著者:: Akhund, Atoshi, 等
出版事項: (2023)

Detection of pneumonia from chest X-ray images using machine learning
著者:: Priya, Afsana Rahman, 等
出版事項: (2023)

Pattern classification /
著者:: Duda, Richard O.

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
著者:: Hossain, Mohammad Sakib, 等
出版事項: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
著者:: Moon, Nowrin Tasnim, 等
出版事項: (2023)

An efficient face recognition model using multiple angular images and deep neural network architecture
著者:: Subah, Silma, 等
出版事項: (2024)

A domain and noise adversarial bird tune classification pipeline using deep neural network
著者:: Riya, Aparna Sarker, 等
出版事項: (2023)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
著者:: Rahman, Rafeed, 等
出版事項: (2021)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
著者:: Sarwar, Arafat, 等
出版事項: (2023)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
著者:: Datta, Pranab, 等
出版事項: (2021)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
著者:: Haque, Samiha, 等
出版事項: (2021)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
著者:: Bhuiyan, Md Raihanul Islam, 等
出版事項: (2024)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
著者:: Farhan, Rafid, 等
出版事項: (2024)

Deep learning based medical X-ray image recognition and classification
著者:: Khan, Md. Rakib Hossain
出版事項: (2019)

Brain tumor segmentation from MRI images using convolutional neural networks
著者:: Khan, Mushfiqur Rahman
出版事項: (2024)

Retinal Diseases Detection using Deep Learning
著者:: Mashfi, Shahriar, 等
出版事項: (2023)