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.

Dettagli Bibliografici
Autori principali:	Palok, Tanvir Ahmed, Ahmed, Symum, Anim, Golam Kibria, Ratul, Shahed Sharif Bhuiyan, Alam, Shahrear
Altri autori:	Nahim, Nabuat Zaman
Natura:	Tesi
Lingua:	English
Pubblicazione:	Brac University 2024
Soggetti:	Misdiagnosis Deep learning Ensemble learning Histogram equalization Transfer learning Data mining Neural networks (Computer science) Ensemble learning (Machine learning) > Industrial applications
Accesso online:	http://hdl.handle.net/10361/23517

Documenti analoghi

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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