Results 251 to 260 of about 324,009 (309)

A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
A novel hybrid transfer learning approach for brain tumor classification achieves 99.47% accuracy using magnetic resonance imaging (MRI) images. By combining image preprocessing, ensemble deep learning, and explainable artificial intelligence (XAI) techniques like gradient‐weighted class activation mapping and SHapley Additive exPlanations (SHAP), the ...
Sadia Islam Tonni, Md. Alif Sheakh, Mst. Sazia Tahosin, Md. Zahid Hasan, Taslima Ferdaus Shuva, Touhid Bhuiyan, Muhammad Ali Abdullah Almoyad, Nabil Anan Orka, Md. Tanvir Rahman, Risala Tasin Khan, M. Shamim Kaiser, Mohammad Ali Moni   +11 more
wiley   +1 more source

Automatic segmentation of extensor carpi ulnaris tendon and detection of tendinosis with convolutional neural networks. [PDF]

Acta Radiol Open
Hämäläinen M, Sormaala M, Kaseva T, Salli E, Savolainen S, Kangasniemi M.   +5 more
europepmc   +1 more source

Recent Advancements in Topic Modeling Techniques for Healthcare, Bioinformatics, and Other Potential Applications

Advanced Intelligent Systems, EarlyView.
This article offers a comprehensive review of topic modeling techniques, tracing their evolution from inception to recent developments. It explores methods such as latent Dirichlet allocation, latent semantic analysis, non‐negative matrix factorization, probabilistic latent semantic analysis, Top2Vec, and BERTopic, highlighting their strengths ...
Pratima Kumari, Sachin Kadian, Mukund Vora, Pradyumna Vemuri, Sumit Kumar, Om Prakash Verma, Roger J. Narayan   +6 more
wiley   +1 more source

Generative adversarial synthetic neighbors-based unsupervised anomaly detection. [PDF]

Sci Rep
Chen L, Jiang H, Wang L, Li J, Yu M, Shen Y, Du X.   +6 more
europepmc   +1 more source

Ultrasensitive Ultrasoft Buckled Crack‐Based Sensor for Respiration Measurement and Enhanced Human–Machine Interface

Advanced Intelligent Systems, EarlyView.
The Buckled, Ultrasoft, Crack‐based, Large strain, EpiDermal (BUCKLED) sensor is a flexible, ultrasensitive wearable strain sensor designed to precisely measure subtle skin deformations. By utilizing a buckled structure to enhance compliance integrating crack‐based sensing mechanisms, it improves accuracy in applications like respiratory monitoring ...
Jingoo Lee, Taewi Kim, Hyeongseok Kim, Sunghoon Im, Jieun Park, Inyong Park, Dae Hoon Park, Bangwoo Han, Daeshik Kang, Gunhee Lee   +9 more
wiley   +1 more source

AER U-Net: attention-enhanced multi-scale residual U-Net structure for water body segmentation using Sentinel-2 satellite images. [PDF]

Sci Rep
Jonnala NS, Siraaj S, Prastuti Y, Chinnababu P, Praveen Babu B, Bansal S, Upadhyaya P, Prakash K, Faruque MRI, Al-Mugren KS.   +9 more
europepmc   +1 more source

Multi‐Diseases Detection with Memristive System on Chip

Advanced Intelligent Systems, EarlyView.
A robust disease detection system, which is capable of the early prevention of acute myocardial infarction and the detection of liver cancer, is implemented on a memristive system‐on‐chip (SoC). A fully integrated SoC is utilized to ensure the system's portability, low latency, high accuracy, and energy efficiency for medical analysis.
Zihan Wang, Daniel W. Yang, Zerui Liu, Evan Yan, Heming Sun, Ning Ge, Miao Hu, Wei Wu   +7 more
wiley   +1 more source

Local kernel renormalization as a mechanism for feature learning in overparametrized convolutional neural networks. [PDF]

Nat Commun
Aiudi R, Pacelli R, Baglioni P, Vezzani A, Burioni R, Rotondo P.   +5 more
europepmc   +1 more source

Analysis of a Memcapacitor‐Based Online Learning Neural Network Accelerator Framework

Advanced Intelligent Systems, EarlyView.
This study introduces a novel CMOS‐based memcapacitor framework for efficient neuromorphic computing, achieving 98.4% accuracy on (MNIST) modified national institute of standards and technology and 85.9% on canadian institute for advanced research( CIFAR)‐10.
Ankur Singh, Dowon Kim, Byung‐Geun Lee
wiley   +1 more source