{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T05:06:30Z","timestamp":1750309590342,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T00:00:00Z","timestamp":1729123200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,17]]},"DOI":"10.1145\/3723178.3723243","type":"proceedings-article","created":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T07:16:47Z","timestamp":1749194207000},"page":"491-497","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Mental Health Analysis: ML And Explainable AI Predict Depression Among Bangladeshi University Students"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-7081-2658","authenticated-orcid":false,"given":"Sarzila","family":"Sahrin Jisha","sequence":"first","affiliation":[{"name":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0030-5060","authenticated-orcid":false,"given":"Shahriar","family":"Ayon","sequence":"additional","affiliation":[{"name":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-5231-3432","authenticated-orcid":false,"given":"Sharia Arfin","family":"Tanim","sequence":"additional","affiliation":[{"name":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-6496-9529","authenticated-orcid":false,"given":"Fahim Abdullah","family":"Md. Raeid","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Research and Innovation Lab, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0075-5699","authenticated-orcid":false,"given":"Tahmid Enam","family":"Shrestha","sequence":"additional","affiliation":[{"name":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3023-8457","authenticated-orcid":false,"given":"Md Sadi Al","family":"Huda","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Research & Innovation Lab, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4732-5529","authenticated-orcid":false,"given":"Md. Asraf","family":"Ali","sequence":"additional","affiliation":[{"name":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"}]}],"member":"320","published-online":{"date-parts":[[2025,6,6]]},"reference":[{"key":"e_1_3_3_1_2_2","unstructured":"2023. 513 students commit suicide in Bangladesh in 2023: Aachol Foundation. https:\/\/www.tbsnews.net\/bangladesh\/513-students-commit-suicide-bangladesh-2023-aachol-foundation-782242"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"crossref","unstructured":"M.\u00a0S. Ahmed and N. Ahmed. 2023. A Minimal and Faster System to Identify Depression Through Smartphone: An Explainable Machine Learning-Based Approach. (2023).","DOI":"10.31234\/osf.io\/wk8bv"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","unstructured":"Muhammad\u00a0Khairul Alam Ferdous\u00a0Bin Ali Rajon Banik Sabina Yasmin and Nahid Salma. 2021. Assessing the mental health condition of home-confined university level students of Bangladesh due to the COVID-19 pandemic. Journal of Public Health 29 (2021) 1781\u20131791. 10.1007\/s10389-021-01542-w","DOI":"10.1007\/s10389-021-01542-w"},{"key":"e_1_3_3_1_5_2","unstructured":"Arfintanim. Year. Bangladeshi University Students Mental Health. Kaggle Dataset. https:\/\/www.kaggle.com\/datasets\/arfintanim\/bangladeshi-uni-students-mental-health Dataset Description: This dataset provides insights into various attributes related to Bangladeshi university students\u2019 academic experiences and demographics sourced from Mendeley. It contains 39 columns with information on age gender university department academic year current CGPA scholarship\/waiver status academic pressure metrics and more. The dataset can be valuable for exploring factors influencing students\u2019 academic performance well-being and success. License: CC BY-SA 4.0."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/TENSYMP46218.2019.8971369"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","unstructured":"Saifur\u00a0Rahman Chowdhury Tachlima\u00a0Chowdhury Sunna Dipak\u00a0Chandra Das Humayun Kabir Ahmed Hossain Sabbir Mahmud and Shakil Ahmed. 2021. Mental health symptoms among the nurses of Bangladesh during the COVID-19 pandemic. Middle East Current Psychiatry 28 (2021) 23. 10.1186\/s43045-021-00103-x","DOI":"10.1186\/s43045-021-00103-x"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"crossref","unstructured":"C. El\u00a0Morr M. Jammal I. Bou-Hamad S. Hijazi D. Ayna M. Romani and R. Hoteit. 2024. Predictive Machine Learning Models for Assessing Lebanese University Students\u2019 Depression Anxiety and Stress During COVID-19. Journal of Primary Care & Community Health 15 (2024) 21501319241235588.","DOI":"10.1177\/21501319241235588"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"crossref","unstructured":"R.\u00a0A. Faisal M.\u00a0C. Jobe O. Ahmed and T. Sharker. 2022. Mental health status anxiety and depression levels of Bangladeshi university students during the COVID-19 pandemic. International journal of mental health and addiction 20 3 (2022) 1500\u20131515.","DOI":"10.1007\/s11469-020-00458-y"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","unstructured":"Peter Hase and Mohit Bansal. 2020. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2005.01831 (2020). 10.48550\/arXiv.2005.01831 arxiv:cs.CL\/2005.01831","DOI":"10.48550\/arXiv.2005.01831"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","unstructured":"Anwar Hossain Jinnat Rehena and Musammat\u00a0Sultana Razia. 2018. Mental Health Disorders Status in Bangladesh: A Systematic Review. JOJ Nurse Health Care 7 2 (2018) JOJNHC.MsS.ID.555708. 10.19080\/JOJNHC.2018.07.555708Submission: April 02 2018; Published: April 11 2018.","DOI":"10.19080\/JOJNHC.2018.07.555708"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/DASA53625.2021.9682371"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"crossref","unstructured":"N.\u00a0K. Iyortsuun S.\u00a0H. Kim M. Jhon H.\u00a0J. Yang and S. Pant. 2023. A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis. Healthcare 11 3 (January 2023) 285.","DOI":"10.3390\/healthcare11030285"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"crossref","unstructured":"K.\u00a0N. Koly S. Sultana A. Iqbal J.\u00a0A. Dunn G. Ryan and A.\u00a0B. Chowdhury. 2021. Prevalence of depression and its correlates among public university students in Bangladesh. Journal of Affective Disorders 282 (2021) 689\u2013694.","DOI":"10.1016\/j.jad.2020.12.137"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","unstructured":"Firoj\u00a0al Mamun Ismail Hosen Jannatul\u00a0Mawa Misti Mark\u00a0Mohan Kaggwa and Mohammed\u00a0A Mamun. 2021. Mental Disorders of Bangladeshi Students During the COVID-19 Pandemic: A Systematic Review. Psychology Research and Behavior Management (2021) 645\u2013654. 10.2147\/PRBM.S315961","DOI":"10.2147\/PRBM.S315961"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","unstructured":"Mohammed\u00a0A. Mamun Md.\u00a0Sharif Hossain and Mark\u00a0D. Griffiths. 2019. Mental Health Problems and Associated Predictors Among Bangladeshi Students. Psychology Research and Behavior Management 12 (2019) 221\u2013230. 10.2147\/PRBM.S221393","DOI":"10.2147\/PRBM.S221393"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"crossref","unstructured":"M.\u00a0A. Mamun M.\u00a0S. Hossain and M.\u00a0D. Griffiths. 2022. Mental health problems and associated predictors among Bangladeshi students. International Journal of Mental Health and Addiction 20 2 (2022) 657\u2013671.","DOI":"10.1007\/s11469-019-00144-8"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","unstructured":"Nazmun\u00a0Nahar Nuri Malabika Sarker Helal\u00a0Uddin Ahmed Mohammad\u00a0Didar Hossain Claudia Beiersmann and Albrecht Jahn. 2018. Pathways to care of patients with mental health problems in Bangladesh. International Journal of Mental Health Systems 12 1 (2018) 39. 10.1186\/s13033-018-0218-y","DOI":"10.1186\/s13033-018-0218-y"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"crossref","unstructured":"R. Siddiqua N. Islam J.\u00a0F. Bolaka R. Khan and S. Momen. 2023. AIDA: Artificial intelligence-based depression assessment applied to Bangladeshi students. Array 18 (2023) 100291.","DOI":"10.1016\/j.array.2023.100291"}],"event":{"name":"ICCA 2024: 3rd International Conference on Computing Advancements","acronym":"ICCA 2024","location":"Dhaka Bangladesh"},"container-title":["Proceedings of the 3rd International Conference on Computing Advancements"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3723178.3723243","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3723178.3723243","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:56:47Z","timestamp":1750298207000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3723178.3723243"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,17]]},"references-count":18,"alternative-id":["10.1145\/3723178.3723243","10.1145\/3723178"],"URL":"https:\/\/doi.org\/10.1145\/3723178.3723243","relation":{},"subject":[],"published":{"date-parts":[[2024,10,17]]},"assertion":[{"value":"2025-06-06","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}