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Results for “"Ankan Ghosh Dastider"”

11 results

An integrated autoencoder-based hybrid CNN-LSTM model for COVID-19 severity prediction from lung ultrasound

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Ankan Ghosh Dastider, Farhan Sadik, Shaikh Anowarul Fattah

Journal: Computers in Biology and MedicineYear: 2021Citations: 106

The COVID-19 pandemic has become one of the biggest threats to the global healthcare system, creating an unprecedented condition worldwide. The necessity of rapid diagnosis calls for alternative methods to predict the condition of the patient, for which disease severity estimation on the basis of Lu...

Health SciencesMedicineCritical Care and Intensive Care MedicineOpen Access
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A dual-stage deep convolutional neural network for automatic diagnosis of COVID-19 and pneumonia from chest CT images

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Farhan Sadik, Ankan Ghosh Dastider, Mohseu Rashid Subah, Tanvir Mahmud et al.

Journal: Computers in Biology and MedicineYear: 2022Citations: 24

In the Coronavirus disease-2019 (COVID-19) pandemic, for fast and accurate diagnosis of a large number of patients, besides traditional methods, automated diagnostic tools are now extremely required. In this paper, a deep convolutional neural network (CNN) based scheme is proposed for automated accu...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos

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Farhan Sadik, Ankan Ghosh Dastider, Shaikh Anowarul Fattah

Journal: Health Information Science and SystemsYear: 2021Citations: 23

Lung Ultrasound (LUS) images are considered to be effective for detecting Coronavirus Disease (COVID-19) as an alternative to the existing reverse transcription-polymerase chain reaction (RT-PCR)-based detection scheme. However, the recent literature exhibits a shortage of works dealing with LUS ima...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Bangla Sign Language Recognition with Skin Segmentation and Binary Masking

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Farhan Sadik, Mohseu Rashid Subah, Ankan Ghosh Dastider, Sadiah Ahmed Moon et al.

Year: 2019Citations: 17

The barrier between the hearing and speech impaired and society has been bridged through sign language for ages. Hereby, we present a system that recognizes Bangla Sign Language (BdSL) through the segmentation of hand gestures, binary masking and SVM classification. In the system, the features of di...

Physical SciencesComputer ScienceHuman-Computer Interaction
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Effect of vacancy defects on the electronic and mechanical properties of two-dimensional MoSi<sub>2</sub>N<sub>4</sub>

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Ankan Ghosh Dastider, Ashiqur Rasul, Ehsanur Rahman, Md. Kawsar Alam

Journal: RSC AdvancesYear: 2023Citations: 13

The electronic and mechanical properties of 2-dimensional MoSi 2 N 4 change significantly due to the presence of vacancy defects, which can lead to novel applications in 2D electronics.

Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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ResCovNet: A Deep Learning-Based Architecture For COVID-19 Detection From Chest CT Scan Images

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Ankan Ghosh Dastider, Mohseu Rashid Subah, Farhan Sadik, Tanvir Mahmud et al.

Year: 2020Citations: 9

Automatic disease detection using machine learning-based techniques from X-ray and computed tomography (CT) can play a major role in the frontline to assist medical professionals during the current outbreak of COVID-19. Fast diagnosis of the disease is the key to reduce the uncontrollable spread of ...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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A machine learning based classifier for topological quantum materials

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Ashiqur Rasul, Md Shafayat Hossain, Ankan Ghosh Dastider, Himaddri Shakhar Roy et al.

Journal: Scientific ReportsYear: 2024Citations: 6

Prediction and discovery of new materials with desired properties are at the forefront of quantum science and technology research. A major bottleneck in this field is the computational resources and time complexity related to finding new materials from ab initio calculations. In this work, an effect...

Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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Comparative analysis among materials for passive shielding in a manned Mars mission

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Ankan Ghosh Dastider, Swapnil Saha, Mumtahina Islam Sukanya, Rajat Chakraborty

Journal: Astrophysics and Space ScienceYear: 2021Citations: 6
Health SciencesMedicinePulmonary and Respiratory Medicine
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A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles

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Ankan Ghosh Dastider

Journal: Companion Proceedings of the Web Conference 2021Year: 2021Citations: 1

The Bengali Wikipedia has recently crossed the milestone of 100,000 articles after a journey of almost 17 years in December 2020. In this journey, the Bengali language edition of the world’s largest encyclopedia has experienced multiple changes with a promising increase in the overall performance co...

Social SciencesCommunicationWikis in Education and CollaborationOpen Access
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Activity Classification from First-Person Office Videos with Visual Privacy Protection

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Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash et al.

Journal: Lecture notes in electrical engineeringYear: 2023
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Activity Classification from First-Person Office Videos with Visual Privacy Protection

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Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash et al.

Journal: Lecture notes in networks and systemsYear: 2022
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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