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Results for “"Nazia Alfaz"”

11 results

Bridge Crack Detection Using Dense Convolutional Network (DenseNet)

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Nazia Alfaz, Abul Hasnat, ALVI MD. RAGIB NIHAL KHAN, Nazmus Shakib Sayom et al.

Year: 2022Citations: 10

Due to the increased volume of national, international, and even intercontinental transportations, it has been a critical responsibility for the road and transport authorities to ensure the safety of the transits. Bridges, in particular, require special maintenance because these are typically built ...

Physical Sciences
Engineering
Civil and Structural Engineering
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A comprehensive dental dataset of six classes for deep learning based object detection study

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Rubaba Binte Rahman, Sharia Arfin Tanim, Nazia Alfaz, Tahmid Enam Shrestha et al.

Journal: Data in BriefYear: 2024Citations: 9

This article presents a dental dataset for the improvement of research on deep learning-based detection and classification of dental diseases. The dataset is consisted of 232 panoramic dental radiographs, categorized into six major classes: healthy teeth, caries, impacted teeth, infections, fracture...

Health SciencesDentistryOral SurgeryOpen Access
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Residual Tumor Cellularity Assessment of Breast Cancer After Neoadjuvant Therapy Using Image Transformer

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Md Shakhawat Hossain, MD. Sahilur Rahman, Munim Ahmed, Nazia Alfaz et al.

Journal: IEEE AccessYear: 2024Citations: 7

Residual tumor cellularity (RTC) is assessed routinely after neoadjuvant therapy (NAT) for Breast Cancer (BC) patients to determine the effectiveness of therapy and plan the treatment. RTC is also considered a prognostic biomarker associated with metastatic recurrence and survival of patients. Tradi...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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An EfficientNet to Classify Monkeypox-Comparable Skin Lesions Using Transfer Learning

Verified

Md. Rifat Hossen, Nazia Alfaz, Adnan Sami, Sharia Arfin Tanim et al.

Year: 2023Citations: 7

Monkeypox is an infectious illness caused by the DNA-based monkeypox virus, which has raised public health concerns due to its rapid transmission to over 50 countries. Direct physical interaction with infected humans or infected animals is the main reason behind the spread of this virus. The appeara...

Life SciencesImmunology and MicrobiologyVirology
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A Densely Interconnected Convolutional Neural Network-Based Approach to Identify COVID-19 from Chest X-ray Images

Verified

Nazia Alfaz, Talha Bin Sarwar, Argho Das, Noorhuzaimi Mohd Noor

Journal: Lecture notes in electrical engineeringYear: 2022Citations: 6
Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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A vision transformer-based approach for recognizing seven prevalent mango leaf diseases

Verified

Md. Eshmam Rayed, Abdullah-Al-Akib, Nazia Alfaz, Sadia Islam Niha et al.

Year: 2023Citations: 4

Plant diseases, particularly affecting fruit crops, pose a significant challenge to the worldwide supply of fresh food due to their direct impact on the quality of fruits, resulting in an overall decline in agricultural production. The traditional approach of detecting leaf diseases in fruit plants ...

Life SciencesAgricultural and Biological SciencesPlant Science
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Detection of Parkinson’s Disease from T2-Weighted Magnetic Resonance Imaging Scans Using EfficientNet-V2

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Md Mehedi Hasan, Nazia Alfaz, Md. Al Maksud Alam, Ashiqur Rahman et al.

Year: 2023Citations: 4

Parkinson’s disease (PD) is a multifaceted neurode-generative disorder that primarily disrupts voluntary motor movements by causing an excitation-inhibition imbalance in the brain. Approximately 10 million people worldwide are affected by PD. However, accurate diagnosis of PD is still challenging in...

Life SciencesNeuroscienceNeurology
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A Deep Convolutional Neural Network Based Approach to Classify and Detect Crack in Concrete Surface Using Xception

Verified

Nazia Alfaz, Abul Hasnat, ALVI MD. RAGIB NIHAL KHAN, Nazmus Shakib Sayom

Journal: Lecture notes in networks and systemsYear: 2022Citations: 4
Physical SciencesEngineeringCivil and Structural Engineering
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Classification of Wrist Fracture from X-Ray Images Using DenseNet-121

Verified

Mehadi Hasan Shojib, Rafid Redwan Khan, Ahnaf Faiaz, Muhaiminul Ashrafee et al.

Year: 2024Citations: 1

Wrist Bone fractures represent a significant challenge in healthcare, with millions of cases managed globally by medical professionals each year. Accurately diagnosing fractures is often complex, and the process of determining whether a bone is fractured remains time-consuming and labor-intensive. H...

Physical SciencesEngineeringBiomedical Engineering
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CompoundDenseNet: a novel approach for accurate recognition of Bangla handwritten compound characters

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Nazia Alfaz, Talha Bin Sarwar, Fahmid Al Farid, Md Saef Ullah Miah et al.

Journal: Frontiers in Artificial IntelligenceYear: 2026

Bangla, one of the most widely spoken languages in the world, presents major challenges in handwritten character recognition because of its complex compound characters with intricate shapes, diverse writing styles, and structural similarities. These features make Bangla a representative example of c...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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A deep reinforcement learning based wireless sensor charging using UAV in WSN scenario

Verified

Shakila Rahman, Nazia Alfaz, Umme Sadia Salsabil, Saeeda Sharmeen Rahman

Year: 2024

Unmanned Aerial Vehicles (UAVs) have emerged as a promising solution for efficient charging and monitoring in wireless sensor networks (WSNs). In this study, a systematic approach has been proposed to optimize the UAV’s trajectory for recharging sensor nodes in a WSN scenario, treating it as a Trave...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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