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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Palok, Tanvir Ahmed, Ahmed, Symum, Anim, Golam Kibria, Ratul, Shahed Sharif Bhuiyan, Alam, Shahrear
Rannpháirtithe:	Nahim, Nabuat Zaman
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Misdiagnosis Deep learning Ensemble learning Histogram equalization Transfer learning Data mining Neural networks (Computer science) Ensemble learning (Machine learning) > Industrial applications
Rochtain ar líne:	http://hdl.handle.net/10361/23517

Míreanna comhchosúla

A deep learning approach for prediction of ADHD using brain structure
de réir: Siam, Shafin Ahad, et al.
Foilsithe / Cruthaithe: (2024)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
de réir: Shawan, Naveed Rahman, et al.
Foilsithe / Cruthaithe: (2019)

X-Ray classification to detect COVID-19 using ensemble model
de réir: Solaiman, Ishmam Ahmed, et al.
Foilsithe / Cruthaithe: (2021)

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

Exploring machine learning techniques for symptom-based detection of livestock diseases
de réir: Niloy, Mahir Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

Explainable artificial intelligence and model calibration for water quality prediction
de réir: Hellen, Nakayiza
Foilsithe / Cruthaithe: (2022)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
de réir: Ahmed, Sarder Tanvir, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to classify white blood cells
de réir: Turja, Afif Ibna Kadir Khan, et al.
Foilsithe / Cruthaithe: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
de réir: Sakir, Adnan, et al.
Foilsithe / Cruthaithe: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
de réir: Khan, Labib Hasan, et al.
Foilsithe / Cruthaithe: (2023)

Damaged road detection using Image Processing and Deep Learning
de réir: Swadesh, Shimran Mahbub, et al.
Foilsithe / Cruthaithe: (2022)

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

Visual object classification from fMRI data
de réir: Newaz, Syed Mishar, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
de réir: Zubair, Ahmad, et al.
Foilsithe / Cruthaithe: (2024)

Detection of handwritten text using convolutional neural network
de réir: Jasim, Rabib Bin, et al.
Foilsithe / Cruthaithe: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
de réir: Saif, Muntasir Mahmud, et al.
Foilsithe / Cruthaithe: (2023)

An efficient deep learning approach to detect skin cancer using image data
de réir: Chowdhury, Yaser Al Rahman, et al.
Foilsithe / Cruthaithe: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
de réir: Ahmed, Kazi sabab, et al.
Foilsithe / Cruthaithe: (2022)

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

Classifying insect pests from image data using deep learning
de réir: Mohsin, Md. Raiyan Bin, et al.
Foilsithe / Cruthaithe: (2022)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
de réir: Shahriar, Farhan, et al.
Foilsithe / Cruthaithe: (2021)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
de réir: Reza, S. M. Mushfiq, et al.
Foilsithe / Cruthaithe: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
de réir: Ifty, Md. Hasin Sarwar, et al.
Foilsithe / Cruthaithe: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
de réir: Promita, Samanta Tabassum, et al.
Foilsithe / Cruthaithe: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
Foilsithe / Cruthaithe: (2024)

Aspect based opinion mining on restaurant reviews
de réir: Tonmoy, Sazid Hasan, et al.
Foilsithe / Cruthaithe: (2024)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
de réir: Bhuiyan, Abir Ahammed, et al.
Foilsithe / Cruthaithe: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
de réir: Turjo, Aquib Abtahi, et al.
Foilsithe / Cruthaithe: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
de réir: Ahmed, Istiak, et al.
Foilsithe / Cruthaithe: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
de réir: Hasan, M. M. Kamrul, et al.
Foilsithe / Cruthaithe: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
de réir: Datta, Nirjhor, et al.
Foilsithe / Cruthaithe: (2024)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
de réir: Morshed, Atique, et al.
Foilsithe / Cruthaithe: (2021)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
de réir: Sakib, Hasibul, et al.
Foilsithe / Cruthaithe: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
de réir: Pranta, Kazi Al Refat, et al.
Foilsithe / Cruthaithe: (2024)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
de réir: Islam, Roman, et al.
Foilsithe / Cruthaithe: (2024)

Document template identification and data extraction using machine learning and deep learning approach
de réir: Roy, Kaushik, et al.
Foilsithe / Cruthaithe: (2024)