Utilization of machine learning classifiers to predict different forms of mental illness: schizophrenia, PTSD, bipolar disorder and depression

Utilization of machine learning classifiers to predict different forms of mental illness: schizophrenia, PTSD, bipolar disorder and depression

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Opis bibliograficzny
Główni autorzy:	Jaman, Ayman Ibn, Islam, Md.Shehabul, Sakib, Shadman, Khan, Md.Rafin
Kolejni autorzy:	Hossain, Muhammad Iqbal
Format:	Praca dyplomowa
Język:	English
Wydane:	Brac University 2021
Hasła przedmiotowe:	Schizophrenia PTSD Bipolar Disorder Depression Stopwords Lemmatizatio Tokenization TF-IDF Count-Vectorizer
Dostęp online:	http://hdl.handle.net/10361/15503

Podobne zapisy

Concomitant use of multiple antipsychotics to treat Schizophrenia: Risk benefit analysis
od: Tabassum, Fariha
Wydane: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
od: Ashraf, S.M. Nabil, i wsp.
Wydane: (2021)

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
od: Sraboni, Tasnuba, i wsp.
Wydane: (2021)

Recognizing sentimental emotions in text by using Machine Learning
od: Bushra, Tabassum Khan, i wsp.
Wydane: (2023)

Application of deep learning in MRI classification of Schizophrenia
od: Joyee, Ramisa Fariha, i wsp.
Wydane: (2024)

Treatment and diagnosis of bipolar disorder
od: Chowdhury, Sudipta
Wydane: (2022)

A review on optogenetics and its potential in neurological disorder management
od: Armin, Fariza
Wydane: (2024)

The divided self : an existential study in sanity and madness /
od: Laing, R. D. (Ronald David), 1927-
Wydane: (1960)

A document vectorization approach to Resume Ranking System(RRS)
od: Nabi, Norun
Wydane: (2023)

An extended model for a punch through (PT) insulated gate bipolar transistor (IGBT) and its transient characteristics
od: Saif, Omar, i wsp.
Wydane: (2017)

Text classification with an efficient preprocessing technique for cross-language and multilingual data
od: Khan, Towhid, i wsp.
Wydane: (2023)

PTSD
od: Horwitz

Multidrug Resistant Salmonella Spp. and Staphylococcus Spp. Isolated from milk in Dhaka City
od: Allied, Md. Anamul Hasan
Wydane: (2022)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
od: Rodela, Raisa Rahman, i wsp.
Wydane: (2024)

Culture and PTSD
od: Good

A study on the microbiological status of mineral drinking water
od: Aditi, Faria Y., i wsp.
Wydane: (2018)

A study on the microbiological status of mineral drinking water
od: Aditi, Faria Y., i wsp.
Wydane: (2018)

A study on the microbiological status of mineral drinking water
od: Aditi, Faria Y., i wsp.
Wydane: (2018)

Prediction of bipolar disorder from mental episodes using machine learning approach
od: Tasmeem, Sumaiya, i wsp.
Wydane: (2023)

Islamic Finance and Anti-Money Laundering and Combating the Financing of Terrorism (AML/CFT) /
od: Kyriakos-Saad, Nadim
Wydane: (2016)

Dracula /
od: Stoker, Bram, 1847-1912
Wydane: (1994)

Sentiment Analysis for PTSD Signals
od: Kagan
Wydane: (2013)

Tokenized property renting and trading using blockchain
od: Hossain, Md. Miraj, i wsp.
Wydane: (2023)

A Survey on Fecal Coliform Count and Total coliform count using filter drinking water samples collected from tea-stalls and roadside restaurants of Mohakhali, Dhaka
od: Mou, Ummay Moriom
Wydane: (2021)

Bipolar Disorders

Bipolar Faith
od: Coleman

Bipolar identity
od: Raghavendra, M. K.

Bipolar Disorders

Audits of internal control over financial reporting
od: Hassan, Tamjeed
Wydane: (2024)

Human sentiment analysis using natural language processing
od: Shamya, Md. Shamiul Haque Khan, i wsp.
Wydane: (2024)

Fundamentals of III-V devices : HBTs, MESFETs, and HFETs/HEMTs /
od: Liu, William
Wydane: (1999)

Schizophrenia Bulletin

Schizophrenia Bulletin

Schizophrenia Bulletin

Schizophrenia Bulletin

Schizophrenia Research

Schizophrenia Research

Schizophrenia Bulletin

Classifying Christians
od: Berzon

Classifying Psychopathology
od: Kincaid