4 papers
Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI
Md. Hasin Sarwar Ifty, Nisharga Nirjan, Labib Islam +4
The unrestrained proliferation of cells that are malignant in nature is cancer. In recent times, medical professionals are constantly acquiring enhanced diagnostic and treatment ab…
Cardioformer: Advancing AI in ECG Analysis with Multi-Granularity Patching and ResNet
Md Kamrujjaman Mobin, Md Saiful Islam, Sadik Al Barid +1
Electrocardiogram (ECG) classification is crucial for automated cardiac disease diagnosis, yet existing methods often struggle to capture local morphological details and long-range…
LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models
Md Kamrujjaman Mobin, Md Saiful Islam
This paper presents our approach for Task 3 of the GenAI content detection workshop at COLING-2025, focusing on Cross-Domain Machine-Generated Text (MGT) Detection. We propose an e…
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts
Md Kamrujjaman Mobin, Md Saiful Islam
This paper presents a system developed for Task 1 of the COLING 2025 Workshop on Detecting AI-Generated Content, focusing on the binary classification of machine-generated versus h…