AIMC Topic: Programming Languages

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optiGAN: a deep learning-based alternative to optical photon tracking in Python-based GATE (10+).

Physics in medicine and biology Jul 2, 2025
To accelerate optical photon transport simulations in the GATE medical physics framework using a generative adversarial network (GAN), while ensuring high modeling accuracy. Traditionally, detailed optical Monte Carlo methods have been the gold stand...
Deep Learning Photons Optical Phenomena Programming Languages Monte Carlo Method
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Use of Open-Source Large Language Models for Automatic Synthesis of the Entire Imaging Medical Records of Patients: A Feasibility Study.

Tomography (Ann Arbor, Mich.) Apr 16, 2025
BACKGROUND/OBJECTIVES: Reviewing the entire history of imaging exams of a single patient's records is an essential step in clinical practice, but it is time and resource consuming, with potential negative effects on workflow and on the quality of med...
Large Language Models Programming Languages Radiology Information Systems Natural Language Processing Diagnostic Imaging Workflow Feasibility Studies Humans Electronic Health Records
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Comparison of ChatGPT-4o, Google Gemini 1.5 Pro, Microsoft Copilot Pro, and Ophthalmologists in the management of uveitis and ocular inflammation: A comparative study of large language models.

Journal francais d'ophtalmologie Mar 13, 2025
PURPOSE: The aim of this study was to compare the latest large language models (LLMs) ChatGPT-4o, Google Gemini 1.5 Pro and Microsoft Copilot Pro developed by three different companies, with each other and with a group of ophthalmologists, to reveal ...
Large Language Models Ophthalmologists Uveitis Programming Languages Generative Artificial Intelligence Language Humans Inflammation Ophthalmology Surveys and Questionnaires Software Internet
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Predicting software reuse using machine learning techniques-A case study on open-source Java software systems.

PloS one Feb 13, 2025
Software reuse is an essential practice to increase efficiency and reduce costs in software production. Software reuse practices range from reusing artifacts, libraries, components, packages, and APIs. Identifying suitable software for reuse requires...
Algorithms Programming Languages Machine Learning Software
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CPRS: a clinical protocol recommendation system based on LLMs.

International journal of medical informatics Dec 4, 2024
BACKGROUND: As fundamental documents in clinical trials, clinical trial protocols are intended to ensure that trials are conducted according to the objectives set by researchers. The advent of large models with superior semantic performance compared ...
Clinical Protocols Clinical Trial Protocols as Topic Semantics Clinical Trials as Topic Natural Language Processing Programming Languages Humans
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How Good (Or Bad) Are LLMs at Detecting Misleading Visualizations?

IEEE transactions on visualization and computer graphics Nov 25, 2024
In this study, we address the growing issue of misleading charts, a prevalent problem that undermines the integrity of information dissemination. Misleading charts can distort the viewer's perception of data, leading to misinterpretations and decisio...
Natural Language Processing Humans Computer Graphics Programming Languages
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Large Language Models can Help with Biostatistics and Coding Needed in Radiology Research.

Academic radiology Oct 15, 2024
INTRODUCTION: Original research in radiology often involves handling large datasets, data manipulation, statistical tests, and coding. Recent studies show that large language models (LLMs) can solve bioinformatics tasks, suggesting their potential in...
Humans Biomedical Research Programming Languages Clinical Coding Deep Learning Radiology Large Language Models Biostatistics
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MolPipeline: A Python Package for Processing Molecules with RDKit in Scikit-learn.

Journal of chemical information and modeling Sep 17, 2024
The open-source package scikit-learn provides various machine learning algorithms and data processing tools, including the Pipeline class, which allows users to prepend custom data transformation steps to the machine learning model. We introduce the ...
Machine Learning Software Cheminformatics Algorithms Programming Languages
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Language models for biological research: a primer.

Nature methods Aug 9, 2024
Language models are playing an increasingly important role in many areas of artificial intelligence (AI) and computational biology. In this primer, we discuss the ways in which language models, both those based on natural language and those based on ...
Natural Language Processing Programming Languages Artificial Intelligence Computational Biology Humans
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A systematic literature review on the applications of recurrent neural networks in code clone research.

PloS one Feb 2, 2024
Code clones, referring to code fragments that are either similar or identical and are copied and pasted within software systems, have negative effects on both software quality and maintenance. The objective of this work is to systematically review an...
Semantics Software Programming Languages Humans Neural Networks, Computer
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