A deep learning approach for prediction of ADHD using brain structure

A deep learning approach for prediction of ADHD using brain structure

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:	Siam, Shafin Ahad, Datta, Durjoy, Hossain, S.M.Kawsar, Nobel, MD.Nishat Ahmed, Ahamed, Ashik
Rannpháirtithe:	Sadeque, Farig Yousuf
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Deep learning Convolutional neural network Ensemble learning Diagnosis Artificial intelligence Data mining Neural networks (Computer science) Ensemble learning (Machine learning) > Industrial applications
Rochtain ar líne:	http://hdl.handle.net/10361/23530

Míreanna comhchosúla

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

Medical image reader powered by artificial intelligence
de réir: Palok, Tanvir Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
de réir: Ferdous, Md.Rubaiat, et al.
Foilsithe / Cruthaithe: (2024)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
de réir: Rafat, Md. Tasbi, et al.
Foilsithe / Cruthaithe: (2023)

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

Crop prediction based on geographical and climatic data using machine learning and deep learning
de réir: Alif, Al Amin, et al.
Foilsithe / Cruthaithe: (2019)

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)

Statistical mechanics of learning /
de réir: Engel, A. (Andreas), 1957-
Foilsithe / Cruthaithe: (2001)

Bank loan prediction using machine learning
de réir: Mahottam, Parthosarothi, et al.
Foilsithe / Cruthaithe: (2023)

Machine learning approach for improving decision support in ICU
de réir: Siddiquee, Mohib Billah, et al.
Foilsithe / Cruthaithe: (2019)

Predicting climate induced floods using machine learning
de réir: Saleh, Chowdhury Nafis, et al.
Foilsithe / Cruthaithe: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
de réir: Fiona, Driciru, et al.
Foilsithe / Cruthaithe: (2024)

Predicting regional accents of Bengali language using deep learning
de réir: Ibrahim, Md. Abu, et al.
Foilsithe / Cruthaithe: (2022)

Alumni opportunities using machine learning
de réir: Siaum, Arshif Sharlimin, et al.
Foilsithe / Cruthaithe: (2019)

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)

Implementation of neural network in game engine to create smart bot and behavior analysis
de réir: Shovon, Zamshed Khan, et al.
Foilsithe / Cruthaithe: (2018)

Implementation of diffusion model in realistic face generation
de réir: Rahman, Abidur, et al.
Foilsithe / Cruthaithe: (2024)

Yoga posture recognition using the deep learning process
de réir: Islam, Abidul, et al.
Foilsithe / Cruthaithe: (2023)

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

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
de réir: Rahman, Masroor, et al.
Foilsithe / Cruthaithe: (2023)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
de réir: Ishrak, Gazi Hasin, et al.
Foilsithe / Cruthaithe: (2022)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
de réir: Mubin, Kazi Ehsanul, et al.
Foilsithe / Cruthaithe: (2022)

Brain tumor detection with convolutional neural network
de réir: Galib, Abrar Tahmid, et al.
Foilsithe / Cruthaithe: (2024)

Detecting Deepfake images using deep convolutional neural network
de réir: Dhar, Arpita, et al.
Foilsithe / Cruthaithe: (2022)

Real time performance analysis on DDoS attack detection using machine learning
de réir: Suvra, Debashis Kar, et al.
Foilsithe / Cruthaithe: (2021)

Application of machine learning in credit risk assessment: a prelude to smart banking
de réir: Dhruba, Mir Ishrak Maheer, et al.
Foilsithe / Cruthaithe: (2019)

Efficient image processing and machine learning approach for predicting retinal diseases
de réir: Hasib, Mehadi Hasan, et al.
Foilsithe / Cruthaithe: (2021)

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

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

Early detection of breast cancer using machine learning
de réir: Fuad, Wasi Mohammad
Foilsithe / Cruthaithe: (2019)

Fundamentals of artificial neural networks /
de réir: Hassoun, Mohamad H.
Foilsithe / Cruthaithe: (1995)

Federated ensemble-learning for transport mode detection in vehicular edge network
de réir: Alam, MD. Mustakin, et al.
Foilsithe / Cruthaithe: (2023)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
de réir: Siddique, Labib Ahmed, 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)

Machine learning approach for ECG analysis and predicting different heart diseases
de réir: Tithi, Sushmita Roy, et al.
Foilsithe / Cruthaithe: (2019)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
de réir: Kabir, Md Saif, et al.
Foilsithe / Cruthaithe: (2024)

A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning
de réir: Anjum, Afra Antara, et al.
Foilsithe / Cruthaithe: (2022)

Start up business solution using machine learning
de réir: Sohan, Saad Ahmed, et al.
Foilsithe / Cruthaithe: (2018)

Transformer vs. RASA model: A thorough attempt to develop conversational Artificial Intelligence to provide automated services to university disciples
de réir: Zahir, Shafkat, et al.
Foilsithe / Cruthaithe: (2023)

NLP-based AI robot for intelligent interaction
de réir: Dastagir, Golam, et al.
Foilsithe / Cruthaithe: (2024)