CoDesc: A Large Code–Description Parallel Dataset

1 code implementation • Findings (ACL) 2021 • Masum Hasan, Tanveer Muttaqueen, Abdullah Al Ishtiaq, Kazi Sajeed Mehrab, Md. Mahim Anjum Haque, Tahmid Hasan, Wasi Ahmad, Anindya Iqbal, Rifat Shahriyar

Introduction to Medical Imaging Informatics

no code implementations • 1 Jun 2023 • Md. Zihad Bin Jahangir, Ruksat Hossain, Riadul Islam, MD Abdullah Al Nasim, Md. Mahim Anjum Haque, Md Jahangir Alam, Sajedul Talukder

Medical imaging informatics is a rapidly growing field that combines the principles of medical imaging and informatics to improve the acquisition, management, and interpretation of medical images.

Feature Engineering Management

Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis

no code implementations • 24 Oct 2022 • MD Abdullah Al Nasim, Abdullah Al Munem, Maksuda Islam, Md Aminul Haque Palash, Md. Mahim Anjum Haque, Faisal Muhammad Shah

Cancer of the brain is deadly and requires careful surgical segmentation.

Brain Tumor Segmentation Image Segmentation +2

CoDesc: A Large Code-Description Parallel Dataset

1 code implementation • 29 May 2021 • Masum Hasan, Tanveer Muttaqueen, Abdullah Al Ishtiaq, Kazi Sajeed Mehrab, Md. Mahim Anjum Haque, Tahmid Hasan, Wasi Uddin Ahmad, Anindya Iqbal, Rifat Shahriyar

In this study, we present CoDesc -- a large parallel dataset composed of 4. 2 million Java methods and natural language descriptions.

Code Search Code Summarization +2

BERT2Code: Can Pretrained Language Models be Leveraged for Code Search?

no code implementations • 16 Apr 2021 • Abdullah Al Ishtiaq, Masum Hasan, Md. Mahim Anjum Haque, Kazi Sajeed Mehrab, Tanveer Muttaqueen, Tahmid Hasan, Anindya Iqbal, Rifat Shahriyar

In this work, we leverage the efficacy of these embedding models using a simple, lightweight 2-layer neural network in the task of semantic code search.

Code Search Natural Language Queries