Results 221 to 230 of about 7,648,901 (345)

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

Benchmarking IMIA recommendations for the health informatics undergraduate program in Saudi Arabia: a mixed methodology. [PDF]

BMC Med Educ
Alzghaibi H, Jamal QMS, Almutairi S, Alotaibi RM, Alzughaibi S, Abdul SS, AlGhayadh F, Mohd Yusof SA, Zakaria N.   +8 more
europepmc   +1 more source

Machine Learning for Health Informatics [PDF]

, 2016
A Barabási, A Cerri, A Clark, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Holzinger, A Mowshowitz, AA Canutescu, AL Barabasi, AL Samuel, AL Swan, AR Jadad, B Huppertz, B Malle, B Roche, B Settles, B Shahriari, C Epstein, C Jiang, C Mayer, CA Mattmann, CD Corley, CJ Burges, D Otasek, D Parry, D Windridge, DJ Cook, ER Kandel, F Harary, F Jeanquartier, F Ricci, G Carlsson, G Gigerenzer, H Chen, H Edelsbrunner, H Mueller, H Wagner, H Wagner, J Baxter, J Bleiholder, J Kleinberg, JA Benediktsson, JB Tenenbaum, JC Duchi, JE McDermott, JR Bellegarda, JR Kok, JW Cannon, K Yoshida, KP Sycara, KQ Weinberger, L Blanchet, L Dehaspe, LG Valiant, M Dehmer, M Hund, M Kobayashi, M McCloskey, M Ward, ME Taylor, MH DeGroot, MI Jordan, N Spinrad, NA Lynch, P Bubenik, R Adler, R Hornero, R Olfati-Saber, RH Lathrop, RL Adler, RM French, RN Shepard, S Dorogovtsev, S Lafon, S Lee, S Strogatz, SC Weller, SJ Pan, SM Pincus, T Hastie, T Washio, T Wittkop, U Fayyad, V Mnih, VN Vapnik, W Koontz, X Su, Y LeCun, YW Teh, Z Ghahramani   +97 more
core   +2 more sources

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

Global and Episode-Specific Prediction of Recurrent Events Using Longitudinal Health Informatics Data. [PDF]

J Am Stat Assoc
Sun Y, Chiou SH, Huang CY.
europepmc   +1 more source

FAIR Health Informatics: A Health Informatics Framework for Verifiable and Explainable Data Analysis. [PDF]

Healthcare (Basel), 2023
Siddiqi MH, Idris M, Alruwaili M.
europepmc   +1 more source

Forecasting Research Trends Using Knowledge Graphs and Large Language Models

Advanced Intelligent Systems, EarlyView.
When research trends can be anticipated, academia and industry are able to allocate limited resources more effectively and accelerate innovation. By constructing knowledge graphs using large language models, this study analyzes the time evolution of nuclear materials research concepts and suggests a data‐driven approach of forecasting research trends ...
Maciej Tomczak, Yang Jeong Park, Chia‐Wei Hsu, Payden Brown, Dario Massa, Piotr Sankowski, Ju Li, Stefanos Papanikolaou   +7 more
wiley   +1 more source

Principles and implementation strategies for equitable and representative academic partnerships in global health informatics research. [PDF]

J Am Med Inform Assoc
Campbell E, Bear Don't Walk OJ, Fraser H, Gichoya J, Wagholikar KB, Kanter AS, Holl F, Craig S.   +7 more
europepmc   +1 more source

Accelerating Pinned Insect Specimen Digitization: A Deep Learning Pipeline for Future Collaborative Robots

Advanced Intelligent Systems, EarlyView.
The study presents a prototype novel workflow that utilizes artificial intelligence for the digitization of natural history collections, which would fit within a robotic‐integrated system. The work focuses on a collaborative‐robot (cobot) inspired workflow to digitize one of the largest collections housed at the Natural History Museum UK: pinned ...
Naifeng Zhang, Arianna Salili‐James, Sanson T. S. Poon, Jack D. Hollister, Ben Scott   +4 more
wiley   +1 more source

The administrative burden of medication affordability resources: an environmental scan with implications for health informatics to advance health equity. [PDF]

J Am Med Inform Assoc
Antonio MG, Swallow J, Richesson R, Carethers C, Coe AB, Jahagirdar D, Huang YY, Toscos T, Flanagan M, Veinot TC.   +9 more
europepmc   +1 more source