An End-to-End Concatenated CNN Attention Model for the Classification of Lung Cancer With XAI Techniques

An End-to-End Concatenated CNN Attention Model for the Classification of Lung Cancer With XAI Techniques

<p dir="ltr">In the field of medical imaging, deep learning (DL) techniques have made significant contributions to the detection and classification of various cancers. Identifying the precise regions in medical images containing cancerous cells plays a crucial role in the diagnostic...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Fariha Haque (21485518) (author)
مؤلفون آخرون:	Mohammad Asif Hasan (22303759) (author), Md. Abu Ismail Siddique (22503755) (author), Tonmoy Roy (21485527) (author), Tonmoy Kanti Shaha (22503758) (author), Yamina Islam (22303756) (author), Avijit Paul (22303753) (author), Muhammad E. H. Chowdhury (14150526) (author)
منشور في:	2025
الموضوعات:	Biomedical and clinical sciences Oncology and carcinogenesis Health sciences Health services and systems Information and computing sciences Artificial intelligence Lung cancer convolutional neural network CLAHE explainable AI Shapley additive explanation gradient-weighted class activation mapping Gradio Accuracy Computed tomography Feature extraction Tumors Transfer learning Medical diagnostic imaging Convolutional neural networks
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

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

A real-time automatic pothole detection system using convolution neural networks
حسب: Bharat, Ricardo
منشور في: (2023)

Character convolutions for Arabic Named Entity Recognition with Long Short-Term Memory Networks
حسب: Khalifaa , Muhammad
منشور في: (2019)

Evaluation of Neuro Images for the Diagnosis of Alzheimer's Disease Using Deep Learning Neural Network
حسب: Ahila A (18394806)
منشور في: (2022)

Operational neural networks
حسب: Serkan Kiranyaz (3762058)
منشور في: (2020)

Multi-Label Image Classification by Feature Attention Network
حسب: Zheng Yan (194231)
منشور في: (2019)

Plant Disease Classifier: Detection of Dual-Crop Diseases Using Lightweight 2D CNN Architecture
حسب: Hasibul Islam Peyal (17983828)
منشور في: (2023)

Identification of novel hypertension biomarkers using explainable AI and metabolomics
حسب: Karthik Sekaran (16845959)
منشور في: (2024)

Evaluating Citizens’ Sentiments in Smart Cities: A Deep Learning Approach
حسب: Elabora, Abdallah
منشور في: (2021)

Combining Saliency with Prediction for Endoscopic Diagnosis
حسب: Rezk, Mahmoud
منشور في: (2020)

CNN and HEVC Video Coding Features for Static Video Summarization
حسب: Issa, Obada
منشور في: (2022)

MPox-DenseConvNet: A Transfer Learning Based Convolutional Neural Network for Monkeypox Detection and Assessment using Color Models
حسب: Tiwari, Shamik
منشور في: (2023)

Discriminating Fake and Real Smiles Using Electroencephalogram Signals With Convolutional Neural Networks
حسب: Moussa, Mostafa M.
منشور في: (2022)

Lung cancer medical images classification using hybrid CNN-SVM
حسب: Abdulrazak Yahya Saleh (18520026)
منشور في: (2021)

A Deep Learning Approach for Real-Time Analysis of Attendees’ Engagement in Public Events
حسب: Samuel Mathew, Sujith
منشور في: (2021)

Speed Estimation Using an Inertial Measurement Unit with Convolutional Neural Networks
حسب: Bachir, Zainab Raafat
منشور في: (2019)

Smart Farming Using Artificial Intelligence and IoT
حسب: Al Barri, Lina Adnan
منشور في: (2023)

Isolating Physical Replacement of Identical IoT Devices Using Machine and Deep Learning Approaches
حسب: Mohammad, Areej Osama
منشور في: (2021)

Forecasting Emerging Stock Market Crashes via Machine Learning
حسب: Khan, Mohammad Osama
منشور في: (2023)

Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model
حسب: Al-Bashabsheh, Emran
منشور في: (2023)

Autokeras Approach: A Robust Automated Deep Learning Network for Diagnosis Disease Cases in Medical Images
حسب: Alaiad, Ahmed
منشور في: (2023)

Distinguishing Between Fake and Real Smiles Using EEG Signals and Deep Learning
حسب: Moussa, Mostafa Mohamed
منشور في: (2020)

Exploring Effects of Mental Stress with Data Augmentation and Classification Using fNIRS
حسب: Khan, Malik Nasir Afzal
منشور في: (2025)

A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures
حسب: Bo Lyu (16522643)
منشور في: (2024)

Hybrid Deep Learning-based Models for Crop Yield Prediction
حسب: Alexandros Oikonomidis (12050497)
منشور في: (2022)

Analysing Pneumonia Disease Depending on X-Ray Images of Chest Using Deep Learning
حسب: Khamees, Ahmed
منشور في: (2023)

Static Video Summarization Using Video Coding Features with Frame-level Temporal Sub-Sampling and Deep Learning
حسب: Issa, Obada
منشور في: (2023)

Deep Learning for the Extraction of Aspects in Textual Opinions
حسب: ALSEREIDI, MOHAMED SOHAIL
منشور في: (2023)

Optimizing energy efficiency through precise occupancy detection: A tailored CNN architecture for smart buildings and beyond
حسب: Aya Nabil Sayed (17317006)
منشور في: (2025)

A dual-stage deep learning approach for robust detection and identification of hardware trojans using monte-carlo dropout
حسب: Arash Golabi (21841484)
منشور في: (2025)

A Survey of Audio Enhancement Algorithms for Music, Speech, Bioacoustics, Biomedical, Industrial, and Environmental Sounds by Image U-Net
حسب: Sania Gul (18272227)
منشور في: (2023)

Cyberbullying Detection Model for Arabic Text Using Deep Learning
حسب: Albayari, Reem
منشور في: (2023)

Ensemble Stacking Model for Sentiment Analysis of Emirati and Arabic Dialects
حسب: A. Al Shamsi, Arwa
منشور في: (2023)

Measurement of Construction Materials Properties Using Wi-Fi and Convolutional Neural Networks
حسب: Gacem, Mohamed A.
منشور في: (2022)

Automatic Video Summarization Using HEVC and CNN Features
حسب: Issa, Obada
منشور في: (2022)

Behavioral Modeling of GaN Doherty Power Amplifiers Using Memoryless Polar Domain Functions and Deep Neural Networks
حسب: Khawam, Yahya Bader
منشور في: (2020)

A hybrid 3D CNN-LSTM model with soft spatial attention mechanism for accurate hyperspectral image classification
حسب: Mohamed Sultan Mohamed Ali (17317003)
منشور في: (2025)

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

Transformer Differential Protection using Deep Convolutional Neural Networks
حسب: Lutfi, Abdulla Eyad
منشور في: (2019)

RamanNet: a generalized neural network architecture for Raman spectrum analysis
حسب: Nabil Ibtehaz (16888773)
منشور في: (2023)