A Fusion-Based Approach for Skin Cancer Detection Combining Clinical Images, Dermoscopic Images, and Metadata

A Fusion-Based Approach for Skin Cancer Detection Combining Clinical Images, Dermoscopic Images, and Metadata

A Master of Science thesis in Machine Learning by Ansah Juned Siddiqui entitled, “A Fusion-Based Approach for Skin Cancer Detection Combining Clinical Images, Dermoscopic Images, and Metadata”, submitted in October 2025. Thesis advisor is Dr. Salam Dhou and thesis co-advisor is Dr. Tamer Shanableh....

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Siddiqui, Ansah Juned (author)
التنسيق:	doctoralThesis
منشور في:	2025
الموضوعات:	Multimodal Fusion Skin Cancer Deep Learning Transfer Learning
الوصول للمادة أونلاين:	https://hdl.handle.net/11073/33167
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Artificial Intelligence for Skin Cancer Detection: Scoping Review
حسب: Abdulrahman Takiddin (14153181)
منشور في: (2021)

Multimodal feature fusion and ensemble learning for non-intrusive occupancy monitoring using smart meters
حسب: Sakib Mahmud (15302404)
منشور في: (2025)

CNN feature and classifier fusion on novel transformed image dataset for dysgraphia diagnosis in children
حسب: Jayakanth, Kunhoth
منشور في: (2023)

Sensor Fusion Based Automatic Misalignment Detection and Correction System for Wireless Charging
حسب: Al Dahhan, Ali Younis
منشور في: (2024)

CNN feature and classifier fusion on novel transformed image dataset for dysgraphia diagnosis in children
حسب: Jayakanth Kunhoth (14158908)
منشور في: (2023)

Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection
حسب: Hadid, Abdenour
منشور في: (2022)

Comparative Study of Deep Learning Models for Unimodal & Multimodal Disaster Data for Effective Disaster Management
حسب: MOHAMED, DENA AHMED
منشور في: (2021)

Dual-stage segmentation and classification framework for skin lesion analysis using deep neural network
حسب: Khadija Manzoor (22565369)
منشور في: (2025)

A novel virtual patient approach for cross-patient multimodal fusion in enhanced breast cancer detection
حسب: Younes Akbari (16303286)
منشور في: (2025)

Multimodal Learning Techniques for Time Series Forecasting in Renewable Energy Systems: A Comprehensive Survey
حسب: Majdi Mansouri (16869885)
منشور في: (2025)

Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone
حسب: Younes, Akbari
منشور في: (2023)

Arabic Multimodal Emotion Recognition Using Deep Learning
حسب: Al Roken, Noora Mohammed Abdulla
منشور في: (2022)

BIO-CXRNET: a robust multimodal stacking machine learning technique for mortality risk prediction of COVID-19 patients using chest X-ray images and clinical data
حسب: Tawsifur Rahman (14150523)
منشور في: (2023)

An efficient artificial intelligence approach for early detection of cross-site scripting attacks
حسب: Younas, Faizan
منشور في: (2024)

Markisa/Passion Fruit Image Classification Based Improved Deep Learning Approach Using Transfer Learning
حسب: Abdo, Ahmed
منشور في: (2022)

Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone
حسب: Younes Akbari (16303286)
منشور في: (2024)

Lung-EffNet: Lung cancer classification using EfficientNet from CT-scan images
حسب: Rehan Raza (17019105)
منشور في: (2023)

Survey of Multimodal Federated Learning: Exploring Data Integration, Challenges, and Future Directions
حسب: Mumin Adam (22466626)
منشور في: (2025)

Hand-drawn face sketch recognition using rank-level fusion of image quality assessment metrics
حسب: Hadid, Abdenour
منشور في: (2022)

A Novel Deep Learning Technique for Detecting Emotional Impact in Online Education
حسب: Abu Zitar, Raed
منشور في: (2022)

Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations
حسب: Yassine Himeur (14158821)
منشور في: (2020)

Transfer learning for genotype–phenotype prediction using deep learning models
حسب: Feng, Samuel
منشور في: (2022)

PFDI: a precise fruit disease identification model based on context data fusion with faster-CNN in edge computing environment
حسب: Poonam Dhiman (12889038)
منشور في: (2023)

Brain Region-Based Vigilance Assessment Using Electroencephalography and Eye Tracking Data Fusion
حسب: Abu Farha, Nadia
منشور في: (2022)

Efficacy of fusion imaging for immediate post‐ablation assessment of malignant liver neoplasms: A systematic review
حسب: Pragati Rai (8870825)
منشور في: (2023)

Artificial Intelligence for Detecting and Quantifying Fatty Liver in Ultrasound Images: A Systematic Review
حسب: Fahad Muflih Alshagathrh (18427950)
منشور في: (2022)

Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization
حسب: Rusab Sarmun (17632269)
منشور في: (2024)

Decision-level Gait Fusion for Human Identification at a Distance
حسب: Al-Tayyan, Amer
منشور في: (2014)

Exploring Semi-Supervised Learning Algorithms for Camera Trap Images
حسب: Sajun, Ali Reza
منشور في: (2022)

Powering Electricity Forecasting with Transfer Learning
حسب: Kamalov, Firuz
منشور في: (2024)

A Hybrid Transfer Learning Approach to Teeth Diagnosis Using Orthopantomogram Radiographs
حسب: Alabd-Aljabar, Ahmed
منشور في: (2024)

Double Skin Façade for an office building in the extreme UAE climate
حسب: ALI, NIZAM AHMED AKBAR
منشور في: (2021)

Design and implementation of a deep learning-empowered m-Health application
حسب: Akhan Akbulut (17380285)
منشور في: (2023)

The role of microRNAs in skin cancers
حسب: Nature Research (16552612)
منشور في: (2015)

Multimodal deep learning for liver cancer applications: a scoping review
حسب: Aisha Siam (17293957)
منشور في: (2023)

Skin α-synuclein deposits differ in clinical variants of synucleinopathy: an in vivo study
حسب: V. Donadio (18628783)
منشور في: (2018)

Intelligent Fusion of Deep Features for Improved Waste Classification
حسب: Kashif Ahmad (12592762)
منشور في: (2020)

Enhanced Deep Fusion Filter for Low-Cost INS/GPS Integration
حسب: Abdelghani, Mohamed Ismail
منشور في: (2024)

ECG-based cardiac arrhythmias detection through ensemble learning and fusion of deep spatial–temporal and long-range dependency features
حسب: Sadia Din (18136919)
منشور في: (2024)

Decision-level fusion for single-view gait recognition with various carrying and clothing conditions
حسب: Al-Tayyan, Amer
منشور في: (2017)

Cannot write session to /tmp/vufind_sessions/sess_jmkm4ca7gupe6a767g4ca1194s