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Rahman MA, Victoros E, Ernest J, Davis R, Shanjana Y, Islam MR. Impact of Artificial Intelligence (AI) Technology in Healthcare Sector: A Critical Evaluation of Both Sides of the Coin. Clin Pathol 2024; 17:2632010X241226887. [PMID: 38264676 PMCID: PMC10804900 DOI: 10.1177/2632010x241226887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 12/27/2023] [Indexed: 01/25/2024]
Abstract
The influence of artificial intelligence (AI) has drastically risen in recent years, especially in the field of medicine. Its influence has spread so greatly that it is determined to become a pillar in the future medical world. A comprehensive literature search related to AI in healthcare was performed in the PubMed database and retrieved the relevant information from suitable ones. AI excels in aspects such as rapid adaptation, high diagnostic accuracy, and data management that can help improve workforce productivity. With this potential in sight, the FDA has continuously approved more machine learning (ML) software to be used by medical workers and scientists. However, there are few controversies such as increased chances of data breaches, concern for clinical implementation, and potential healthcare dilemmas. In this article, the positive and negative aspects of AI implementation in healthcare are discussed, as well as recommended some potential solutions to the potential issues at hand.
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Affiliation(s)
| | | | - Julianne Ernest
- Nesbitt School of Pharmacy Wilkes University, Wilkes-Barre, PA, USA
| | - Rob Davis
- Nesbitt School of Pharmacy Wilkes University, Wilkes-Barre, PA, USA
| | - Yeasna Shanjana
- Department of Environmental Sciences, North South University, Bashundhara, Dhaka, Bangladesh
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Rahman MA, Cronmiller S, Shanjana Y, Bhuiyan MA, Islam MR. The WHO announced COVID-19 is no longer a global public health emergency amid the spreading of arcturus variant: a correspondence evaluating this decision. Int J Surg 2023; 109:2863-2864. [PMID: 37222689 PMCID: PMC10498892 DOI: 10.1097/js9.0000000000000522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 05/16/2023] [Indexed: 05/25/2023]
Affiliation(s)
- Md. Ashrafur Rahman
- Nesbitt School of Pharmacy, Wilkes University, Wilkes-Barre, Pennsylvania, USA
| | - Sydney Cronmiller
- Nesbitt School of Pharmacy, Wilkes University, Wilkes-Barre, Pennsylvania, USA
| | - Yeasna Shanjana
- Department of Environmental Sciences, North South University, Bashundhara
| | | | - Md. Rabiul Islam
- Department of Pharmacy, University of Asia Pacific, Dhaka, Bangladesh
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Rahman MA, Cronmiller S, Victoros E, Shanjana Y, Islam MR. The WHO has terminated global public health emergency for COVID-19 by the IHR Emergency Committee recommendation: potential impact analysis. Ann Med Surg (Lond) 2023; 85:3755-3756. [PMID: 37427224 PMCID: PMC10328625 DOI: 10.1097/ms9.0000000000000945] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 06/03/2023] [Indexed: 07/11/2023] Open
Affiliation(s)
- Md. Ashrafur Rahman
- Nesbitt School of Pharmacy Wilkes University, Wilkes-Barre, Pennsylvania, USA
| | - Sydney Cronmiller
- Nesbitt School of Pharmacy Wilkes University, Wilkes-Barre, Pennsylvania, USA
| | - Evangelos Victoros
- Nesbitt School of Pharmacy Wilkes University, Wilkes-Barre, Pennsylvania, USA
| | - Yeasna Shanjana
- Department of Environmental Sciences, North South University, Bashundhara
| | - Md. Rabiul Islam
- Department of Pharmacy, University of Asia Pacific, Farmgate, Dhaka, Bangladesh
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Rahman MA, Shanjana Y, Ahmed MS, Dhama K, Hasan Fahim M, Mahmud T, Shuvo AA, Milan ZH, Rahman MS, Roy A, Bhuiyan MA, Islam MR. Hematological Abnormalities and Comorbidities Are Associated With the Severity of Kidney Disease: A Hospital-Based Cross-Sectional Study in Bangladesh. Clin Pathol 2022; 15:2632010X221114807. [PMID: 35898700 PMCID: PMC9310280 DOI: 10.1177/2632010x221114807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 07/04/2022] [Indexed: 11/16/2022]
Abstract
Background Abnormalities in hematology and comorbidities might have a role in chronic kidney disease (CKD) patients. However, the exact relationships between hematological parameters and the severity of CKD are not well understood. Also, the underlying mechanisms remain under investigation. The present study aimed to evaluate the association of different blood parameters and comorbidities among hospitalized CKD patients in Bangladesh. Methods The present study enrolled admitted CKD patients at Evercare Hospital Ltd, Dhaka, Bangladesh, from January 1, 2021, to August 1, 2021. For this study, the demographic and clinical information of the patients were collected. Then some routine blood tests for the hematological profile of CKD patients were performed. Finally, several statistical methods were performed and data interpretations were done to evaluate the role of hematological changes on CKD patients. Results Among 300 patients, early-stage CKD patients (ESCKDP) and advanced-stage CKD patients (ASCKDP) were 153 and 147, respectively. The decreased levels of hemoglobin (Hb) and red blood cell (RBC) in ASCKDP were observed. However, the present study found increased levels of corpuscular Hb in ASCKDP than ESCKDP. Also, the present study noticed correlations between these changes and the severity of CKD. Also, we observed a significant difference in age and body mass index between ESCKDP and ASCKDP. Conclusions Based on our results, lower Hb and RBC levels may use in assessing the severity and the treatment decisions of CKD patients in the hospital setting. Therefore, our findings may assist with developing a treatment protocol for hospitalized CKD patients.
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Affiliation(s)
- Md Ashrafur Rahman
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Yeasna Shanjana
- Department of Environmental Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Md Shakil Ahmed
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly, Uttar Pradesh, India
| | - Mahadi Hasan Fahim
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Tarif Mahmud
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Arif Anzum Shuvo
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | | | | | - Arpita Roy
- Department of Biotechnology, Sharda University, Greater Noida, Uttar Pradesh, India
| | | | - Md Rabiul Islam
- Department of Pharmacy, University of Asia Pacific, Farmgate, Dhaka, Bangladesh
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Rahman MA, Shanjana Y, Tushar MI, Mahmud T, Rahman GMS, Milan ZH, Sultana T, Chowdhury AMLH, Bhuiyan MA, Islam MR, Reza HM. Hematological abnormalities and comorbidities are associated with COVID-19 severity among hospitalized patients: Experience from Bangladesh. PLoS One 2021; 16:e0255379. [PMID: 34314447 PMCID: PMC8315496 DOI: 10.1371/journal.pone.0255379] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 07/15/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The hematological abnormalities are assumed to be involved in the disease progression of COVID-19. However, the actual associations between specific blood parameters and COVID-19 are not well understood. Here we aimed to assess the correlations between hematological parameters and the severity of COVID-19. METHODS We included COVID-19 patients who were admitted to Evercare Hospital Ltd, Dhaka, Bangladesh, between November 10, 2020, to April 12, 2021, with a confirmed case of RT-PCR test. We recorded demographic information, clinical data, and routine hematological examination results of all COVID-19 patients. We performed statistical analyses and interpretation of data to compare severe COVID-19 patients (SCP) and non-severe COVID-19 patients (NSCP). RESULTS The age and BMI of the admitted COVID-19 patients were 48.79±8.53 years and 25.82±3.75 kg/m2. This study included a total of 306 hospitalized COVID-19 patients. Among them, NSCP and SCP were 198 and 108, respectively. And we recorded 12 deaths from SCP. We observed the alterations of several hematological parameters between SCP and NSCP. Among them, we noticed the increased levels of C-reactive protein (CRP), d-dimer, and ferritin showed good indicative value to evaluate the severity of COVID-19. Also, there were positive correlations among these parameters. Moreover, we found correlations between the outcomes of COVID-19 patients with patient's demographics and comorbid diseases. CONCLUSION Based on our results, CRP, d-dimer, and ferritin levels at admission to hospitals represent simple assessment factors for COVID-19 severity and the treatment decisions at the hospital setup. These blood parameters could serve as indicators for the prognosis and severity of COVID-19. Therefore, our study findings might help to develop a treatment protocol for COVID-19 patients at the hospital setup.
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Affiliation(s)
- Md. Ashrafur Rahman
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Yeasna Shanjana
- Department of Environmental Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Md. Ismail Tushar
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Tarif Mahmud
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | | | - Zahid Hossain Milan
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | - Tamanna Sultana
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
| | | | | | - Md. Rabiul Islam
- Department of Pharmacy, University of Asia Pacific, Farmgate, Dhaka, Bangladesh
- * E-mail: (RI); (HMR)
| | - Hasan Mahmud Reza
- Department of Pharmaceutical Sciences, North South University, Bashundhara, Dhaka, Bangladesh
- * E-mail: (RI); (HMR)
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