Research Article Hub

Explore the latest peer-reviewed research with AI-generated summaries, key findings, and insights for easy understanding. All content is legally sourced from academic metadata with links to original papers.

2,222Articles
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🤖 Artificial Intelligence OpenAlex

A foundation model for generalizable disease detection from retinal images

📅 Sep 2023 👤 Yukun Zhou, Mark A. Chia, Siegfried K. Wagner et al. 📊 829 citations

Abstract Medical artificial intelligence (AI) offers great potential for recognizing signs of health conditions in retinal images and expediting the diagnosis of eye diseases and systemic disorders 1...

🤖 Artificial Intelligence OpenAlex

Generative AI

📅 Sep 2023 👤 Stefan Feuerriegel, Jochen Hartmann, Christian Janiesch et al. 📊 1,163 citations

Tom Freston is credited with saying “Innovation is taking two things that exist and putting them together in a new way”. For a long time in history, it has been the prevailing assumption that artistic...

🤖 Artificial Intelligence OpenAlex

PyMC: a modern, and comprehensive probabilistic programming framework in Python

📅 Sep 2023 👤 Oriol Abril, Virgile Andreani, Colin Carroll et al. 📊 780 citations

PyMC is a probabilistic programming library for Python that provides tools for constructing and fitting Bayesian models. We demonstrate PyMC's versatility and ease of use with examples spanning a rang...

🤖 Artificial Intelligence OpenAlex

Training Spiking Neural Networks Using Lessons From Deep Learning

📅 Sep 2023 👤 Jason K. Eshraghian, Max Ward, Emre Neftci et al. 📊 672 citations

The brain is the perfect place to look for inspiration to develop more efficient neural networks. Some ideas are well accepted and commonly used among the neuromorphic engineering community, while oth...

🤖 Artificial Intelligence OpenAlex

Transforming Education: A Comprehensive Review of Generative Artificial Intelligence in Educational...

📅 Aug 2023 👤 Zied Bahroun, Chiraz Anane, Vian Ahmed et al. 📊 673 citations

In the ever-evolving era of technological advancements, generative artificial intelligence (GAI) emerges as a transformative force, revolutionizing education. Moreover, this paper identifies promising...

🤖 Artificial Intelligence OpenAlex

Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging

📅 Aug 2023 👤 Reabal Najjar 📊 704 citations

This comprehensive review unfolds a detailed narrative of Artificial Intelligence (AI) making its foray into radiology, a move that is catalysing transformational shifts in the healthcare landscape. I...

🤖 Artificial Intelligence OpenAlex

Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence

📅 Aug 2023 👤 Vikas Hassija, Vinay Chamola, Atmesh Mahapatra et al. 📊 1,700 citations

Abstract Recent years have seen a tremendous growth in Artificial Intelligence (AI)-based methodological development in a broad range of domains. It also provides a comprehensive and in-depth evaluati...

🤖 Artificial Intelligence OpenAlex

Challenges and Opportunities of Generative AI for Higher Education as Explained by ChatGPT

📅 Aug 2023 👤 Rosario Michel‐Villarreal, Eliseo Luis Vilalta-perdomo, David Ernesto Salinas-Navarro et al. 📊 739 citations

ChatGPT is revolutionizing the field of higher education by leveraging deep learning models to generate human-like content. The findings provide insights that can guide future research efforts in unde...

🤖 Artificial Intelligence OpenAlex

Summary of ChatGPT-Related research and perspective towards the future of large language models

📅 Aug 2023 👤 Yiheng Liu, Tianle Han, Siyuan Ma et al. 📊 724 citations

This paper presents a comprehensive survey of ChatGPT-related (GPT-3.5 and GPT-4) research, advanced large language models (LLM) from the GPT series, and their prospective applications across diverse...

🤖 Artificial Intelligence OpenAlex

New Era of Artificial Intelligence in Education: Towards a Sustainable Multifaceted Revolution

📅 Aug 2023 👤 Firuz Kamalov, David Santandreu Calonge, Ikhlaas Gurrib 📊 919 citations

The recent high performance of ChatGPT on several standardized academic tests has thrust the topic of artificial intelligence (AI) into the mainstream conversation about the future of education. We al...

🤖 Artificial Intelligence OpenAlex

UAV-YOLOv8: A Small-Object-Detection Model Based on Improved YOLOv8 for UAV Aerial Photography Scena...

📅 Aug 2023 👤 Gang Wang, Yanfei Chen, Pei An et al. 📊 848 citations

Unmanned aerial vehicle (UAV) object detection plays a crucial role in civil, commercial, and military domains. The proposed method effectively improves the ability to detect small objects.

🤖 Artificial Intelligence OpenAlex

Evaluasi Pembelajaran

📅 Aug 2023 👤 Robi Agisna, Zulfikri Alwi Jauhari, M. Saifudin Zuar et al. 📊 2,645 citations

Implementation of learning in the classroom has consequences for a teacher to improve his role and competence, because a competent teacher will find it easier to manage classes and carry out evaluatio...

🤖 Artificial Intelligence OpenAlex

Unsupervised removal of systematic background noise from droplet-based single-cell experiments using...

📅 Aug 2023 👤 Stephen J. Fleming, Mark Chaffin, Alessandro Arduini et al. 📊 804 citations

This research explores Unsupervised removal of systematic background noise from dro..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Leakage and the reproducibility crisis in machine-learning-based science

📅 Aug 2023 👤 Sayash Kapoor, Arvind Narayanan 📊 649 citations

Machine-learning (ML) methods have gained prominence in the quantitative sciences. Finally, we conduct a reproducibility study of civil war prediction, where complex ML models are believed to vastly o...

🤖 Artificial Intelligence OpenAlex

Scientific discovery in the age of artificial intelligence

📅 Aug 2023 👤 Hanchen Wang, Tianfan Fu, Yuanqi Du et al. 📊 1,572 citations

This research explores Scientific discovery in the age of artificial intelligence, contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Segment anything model for medical image analysis: An experimental study

📅 Aug 2023 👤 Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu et al. 📊 694 citations

This research explores Segment anything model for medical image analysis: An experi..., contributing new insights to the field of Artificial Intelligence.

🤖 Artificial Intelligence OpenAlex

Transformers in Time Series: A Survey

📅 Aug 2023 👤 Qingsong Wen, Tian Zhou, Chaoli Zhang et al. 📊 992 citations

Transformers have achieved superior performances in many tasks in natural language processing and computer vision, which also triggered great interest in the time series community. Empirically, we per...

🤖 Artificial Intelligence OpenAlex

SMPL: A Skinned Multi-Person Linear Model

📅 Aug 2023 👤 Matthew Loper, Naureen Mahmood, Javier Romero et al. 📊 713 citations

We present a learned model of human body shape and posedependent shape variation that is more accurate than previous models and is compatible with existing graphics pipelines. We also extend SMPL to r...

🤖 Artificial Intelligence OpenAlex

A survey of uncertainty in deep neural networks

📅 Jul 2023 👤 Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. 📊 1,141 citations

Abstract Over the last decade, neural networks have reached almost every field of science and become a crucial part of various real world applications. Different examples from the wide spectrum of cha...

🤖 Artificial Intelligence OpenAlex

Visual attention network

📅 Jul 2023 👤 Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu et al. 📊 972 citations

While originally designed for natural language processing tasks, the self-attention mechanism has recently taken various computer vision areas by storm. It provides a novel method and a simple yet str...

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