Medical image reader powered by artificial intelligence

Medical image reader powered by artificial intelligence

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Palok, Tanvir Ahmed, Ahmed, Symum, Anim, Golam Kibria, Ratul, Shahed Sharif Bhuiyan, Alam, Shahrear
Awduron Eraill:	Nahim, Nabuat Zaman
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Misdiagnosis Deep learning Ensemble learning Histogram equalization Transfer learning Data mining Neural networks (Computer science) Ensemble learning (Machine learning) > Industrial applications
Mynediad Ar-lein:	http://hdl.handle.net/10361/23517

Eitemau Tebyg

A deep learning approach for prediction of ADHD using brain structure
gan: Siam, Shafin Ahad, et al.
Cyhoeddwyd: (2024)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

X-Ray classification to detect COVID-19 using ensemble model
gan: Solaiman, Ishmam Ahmed, et al.
Cyhoeddwyd: (2021)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
gan: Hossain, Shah Md. Shakhawath, et al.
Cyhoeddwyd: (2024)

Exploring machine learning techniques for symptom-based detection of livestock diseases
gan: Niloy, Mahir Ahmed, et al.
Cyhoeddwyd: (2024)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Explainable artificial intelligence and model calibration for water quality prediction
gan: Hellen, Nakayiza
Cyhoeddwyd: (2022)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
gan: Ahmed, Sarder Tanvir, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
gan: Khan, Labib Hasan, et al.
Cyhoeddwyd: (2023)

Damaged road detection using Image Processing and Deep Learning
gan: Swadesh, Shimran Mahbub, et al.
Cyhoeddwyd: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
gan: Sagor, Mostofa Kamal, et al.
Cyhoeddwyd: (2021)

Visual object classification from fMRI data
gan: Newaz, Syed Mishar, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect skin cancer using image data
gan: Chowdhury, Yaser Al Rahman, et al.
Cyhoeddwyd: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
gan: Hassan, Ibne, et al.
Cyhoeddwyd: (2023)

Classifying insect pests from image data using deep learning
gan: Mohsin, Md. Raiyan Bin, et al.
Cyhoeddwyd: (2022)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
gan: Shahriar, Farhan, et al.
Cyhoeddwyd: (2021)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
gan: Reza, S. M. Mushfiq, et al.
Cyhoeddwyd: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
gan: Promita, Samanta Tabassum, et al.
Cyhoeddwyd: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Aspect based opinion mining on restaurant reviews
gan: Tonmoy, Sazid Hasan, et al.
Cyhoeddwyd: (2024)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
gan: Bhuiyan, Abir Ahammed, et al.
Cyhoeddwyd: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
gan: Hasan, M. M. Kamrul, et al.
Cyhoeddwyd: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
Cyhoeddwyd: (2021)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
gan: Sakib, Hasibul, et al.
Cyhoeddwyd: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
gan: Islam, Roman, et al.
Cyhoeddwyd: (2024)

Document template identification and data extraction using machine learning and deep learning approach
gan: Roy, Kaushik, et al.
Cyhoeddwyd: (2024)