331 citations
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7 papers · 1 filter
Skin Lesion Classification Using a Soft Voting Ensemble of Convolutional Neural Networks
Abdullah Al Shafi, Abdul Muntakim, Pintu Chandra Shill +2
Skin cancer can be identified by dermoscopic examination and ocular inspection, but early detection significantly increases survival chances. Artificial intelligence (AI), using an…
Handling Class Imbalance Problem in Skin Lesion Classification: Finding Strengths and Weaknesses of Various Balancing Techniques
Ariful Islam Khandaker, Abdullah Al Shafi, Mohiuddin Ahmad
Automatic skin lesion classification from dermoscopy images is important for the early diagnosis of skin diseases such as melanoma. Class imbalance in skin lesion datasets, notably…
DLM: A Vision-to-Language Framework for Expert-Level Medical Reasoning through Deep Learning and Large Language Models
Md. Najib Hasan, Imran Ahmad, Sourav Basak Shuvo +3
Medical image classifiers detect gastrointestinal diseases well, but they do not explain their decisions. Large language models can generate clinical text, yet they struggle with v…
Mapping the Future of Human Digital Twin Adoption in Job-Shop Industries: A Strategic Prioritization Framework
Samiran Sardar, Nasif Morshed, Shezan Ahmed
Although Digital Twin is actively deployed in manufacturing, its human-centric counterpart - Human Digital Twin (HDT) is understudied, especially in job-shop production with high t…
Estimating the Effective Topics of Articles and journals Abstract Using LDA And K-Means Clustering Algorithm
Shadikur Rahman, Umme Ayman Koana, Aras M. Ismael +1
Analyzing journals and articles abstract text or documents using topic modelling and text clustering has become a modern solution for the increasing number of text documents. Topic…
Low latency FPGA implementation of twisted Edward curve cryptography hardware accelerator over prime field
Md Rownak Hossain, Md Sazedur Rahman, Kh Shahriya Zaman +5
The performance of any elliptic curve cryptography hardware accelerator significantly relies on the efficiency of the underlying point multiplication (PM) architecture. This articl…