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Results for “"Nur Mohammad Fahad"”

16+ results

A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges

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Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad et al.

Journal: IEEE AccessYear: 2024Citations: 673

Large Language Models (LLMs) recently demonstrated extraordinary capability, including natural language processing (NLP), language translation, text generation, question answering, etc. Moreover, LLMs are a new and essential part of computerized language processing, having the ability to understand ...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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A systematic review of hyperparameter optimization techniques in Convolutional Neural Networks

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Mohaimenul Azam Khan Raiaan, Sadman Sakib, Nur Mohammad Fahad, Abdullah Al Mamun et al.

Journal: Decision Analytics JournalYear: 2024Citations: 208

Convolutional Neural Network (CNN) is a prevalent topic in deep learning (DL) research for their architectural advantages. CNN relies heavily on hyperparameter configurations, and manually tuning these hyperparameters can be time-consuming for researchers, therefore we need efficient optimization te...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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Global, regional, and national sepsis incidence and mortality, 1990–2021: a systematic analysis

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Authia P Gray, Erin Chung, Rebecca Hsu, Daniel T Araki et al.

Journal: The Lancet Global HealthYear: 2025Citations: 85

BACKGROUND: The global burden of sepsis, a life-threatening dysregulated host response to infection leading to organ dysfunction, remains challenging to quantify. We aimed to comprehensively estimate the global, regional, and national burden of sepsis, including the impact of the COVID-19 pandemic a...

Health SciencesMedicineEpidemiologyOpen Access
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Structure, Organization, and Delivery of Critical Care in Asian ICUs*

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Yaseen M. Arabi, Jason Phua, Younsuck Koh, Bin Du et al.

Journal: Critical Care MedicineYear: 2016Citations: 85

OBJECTIVES: Despite being the epicenter of recent pandemics, little is known about critical care in Asia. Our objective was to describe the structure, organization, and delivery in Asian ICUs. DESIGN: A web-based survey with the following domains: hospital organizational characteristics, ICU organiz...

Health SciencesMedicineEpidemiology
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A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges

Verified

Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad et al.

Year: 2023Citations: 56

<p>Large Language Models (LLMs) recently demonstrated extraordinary capability, including natural language processing (NLP), language translation, text generation, question answering, etc. Moreover, LLMs are a new and essential part of computerized language processing, having the ability to un...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges

Verified

Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad et al.

Year: 2023Citations: 47

<p>Large Language Models (LLMs) recently demonstrated extraordinary capability, including natural language processing (NLP), language translation, text generation, question answering, etc. Moreover, LLMs are a new and essential part of computerized language processing, having the ability to un...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Mammo-Light: A lightweight convolutional neural network for diagnosing breast cancer from mammography images

Verified

Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Md. Saddam Hossain Mukta, Swakkhar Shatabda

Journal: Biomedical Signal Processing and ControlYear: 2024Citations: 37
Physical SciencesComputer ScienceArtificial Intelligence
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Enhancing cervical cancer diagnosis with graph convolution network: AI-powered segmentation, feature analysis, and classification for early detection

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Nur Mohammad Fahad, Sami Azam, Sidratul Montaha, Md. Saddam Hossain Mukta

Journal: Multimedia Tools and ApplicationsYear: 2024Citations: 32

Abstract Cervical cancer is a prevalent disease affecting the cervix cells in women and is one of the leading causes of mortality for women globally. The Pap smear test determines the risk of cervical cancer by detecting abnormal cervix cells. Early detection and diagnosis of this cancer can effecti...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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IoT-Based Object-Detection System to Safeguard Endangered Animals and Bolster Agricultural Farm Security

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Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, S. A. Chowdhury, Debopom Sutradhar et al.

Journal: Future InternetYear: 2023Citations: 30

Significant threats to ecological equilibrium and sustainable agriculture are posed by the extinction of animal species and the subsequent effects on farms. Farmers face difficult decisions, such as installing electric fences to protect their farms, although these measures can harm animals essential...

Life SciencesAgricultural and Biological SciencesPlant ScienceOpen Access
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Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI

Verified

Debopom Sutradhar, Nur Mohammad Fahad, Mohaimenul Azam Khan Raiaan, Mirjam Jonkman et al.

Journal: Biomedical Signal Processing and ControlYear: 2024Citations: 17

• Automated detection and classification of cervical spine fractures using CT scans. • Combining YOLOv8 object detection with a novel attention-based CNN (VertNet-10). • Achieved 93 % mAP for fracture detection and 99.55 % accuracy in vertebrae classification. • Class activation maps enhance the mod...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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SkinNet-8: An Efficient CNN Architecture for Classifying Skin Cancer on an Imbalanced Dataset

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Nur Mohammad Fahad, Sadman Sakib, Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta

Year: 2023Citations: 17

Skin cancer is a fatal disease that has become the leading cause of death worldwide in recent years, although it is curable if diagnosed early. Early skin cancer detection significantly improves patients' chances of survival and reduces mortality. In this research, we conduct experiments on a high i...

Health SciencesMedicineOncology
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Virtual Screening, Synthesis, and Biological Evaluation of Some Carbohydrazide Derivatives as Potential DPP-IV Inhibitors

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Prerana B. Jadhav, Shailaja B. Jadhav, Mehrukh Zehravi, Mohammad S. Mubarak et al.

Journal: MoleculesYear: 2022Citations: 15

Dipeptidyl peptidase-4 (DPP-IV) inhibitors are known as safe and well-tolerated antidiabetic medicine. Therefore, the aim of the present work was to synthesize some carbohydrazide derivatives (1a–5d) as DPP-IV inhibitors. In addition, this work involves simulations using molecular docking, ADMET ana...

Health SciencesMedicineEndocrinology, Diabetes and MetabolismOpen Access
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Automated diagnosis of respiratory diseases from lung ultrasound videos ensuring XAI: an innovative hybrid model approach

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Arefin Ittesafun Abian, Mohaimenul Azam Khan Raiaan, Asif Karim, Sami Azam et al.

Journal: Frontiers in Computer ScienceYear: 2024Citations: 12

Introduction An automated computerized approach can aid radiologists in the early diagnosis of lung disease from video modalities. This study focuses on the difficulties associated with identifying and categorizing respiratory diseases, including COVID-19, influenza, and pneumonia. Methods We propos...

Health SciencesMedicineCritical Care and Intensive Care MedicineOpen Access
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Endosulfan affects embryonic development synergistically under elevated ambient temperature

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Tanjeena Zaman, Talukdar Mohammad Fahad, Masud Rana, Md. Shahadat Hossain et al.

Journal: Environmental Science and Pollution ResearchYear: 2023Citations: 11

In the present study, we determined the developmental toxicity of endosulfan at an elevated ambient temperature using the zebrafish animal model. Zebrafish embryos of various developmental stages were exposed to endosulfan through E3 medium, raised under two selected temperature conditions (28.5 °C ...

Physical SciencesEnvironmental ScienceHealth, Toxicology and Mutagenesis
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Synthesis, characterization of Uranyl(VI), Th(IV), Zr(IV) mixed-ligand complexes with S-methyl-2-(4-methoxybenzylidine)dithiocarbazate and N-donor co-ligand, and their evaluation as antimicrobial agent

Verified

Mohammad Azam, Md. Nur Amin Bitu, Ranjan K. Mohapatra, Saud I. Al‐Resayes et al.

Journal: Journal of Saudi Chemical SocietyYear: 2021Citations: 11

Schiff base, S-methyl-2-(4-methoxybenzylidine) dithiocarbazate as a primary ligand (HL1), quinoline (L2) as a co-ligand, and hydrated metal salts have been reacted in ethanol in 1:2:1 M ratio to produce mixed-ligand complexes of the type, [M(L1)(L2)].NO3 [M = Uranyl(VI), Th(VI), Zr(IV)], The isolate...

Health SciencesMedicineOncologyOpen Access
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