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Machine learning

An intelligent algorithm for energy efficiency optimization in software-defined wireless sensor networks for 5G communications

Kemal Gökhan Nalbant, Suliman A. Alsuhibany, Asma Hassan Alshehri, Maha Hatira, Bong Jun Choi

published 20 Jun 2024

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Dependency-aware action planning for smart home

Jongjin Kim, Jaeri Lee, Jeongin Yun, U. Kang

published 18 Jun 2024

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The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease

Hiroki Shinohara, Satoshi Kodera, Yugo Nagae, Takashi Hiruma, Atsushi Kobayashi, Masataka Sato, Shinnosuke Sawano, Tatsuya Kamon, Koichi Narita, Kazutoshi Hirose, Hiroyuki Kiriyama, Akihito Saito, Mizuki Miura, Shun Minatsuki, Hironobu Kikuchi, Norifumi Takeda, Hiroshi Akazawa, Hiroyuki Morita, Issei Komuro

published 18 Jun 2024

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SinglePointRNA, an user-friendly application implementing single cell RNA-seq analysis software

Laura Puente-Santamaría, Luis del Peso

published 18 Jun 2024

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CAManim: Animating end-to-end network activation maps

Emily Kaczmarek, Olivier X. Miguel, Alexa C. Bowie, Robin Ducharme, Alysha L. J. Dingwall-Harvey, Steven Hawken, Christine M. Armour, Mark C. Walker, Kevin Dick

published 18 Jun 2024

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Using machine learning to distinguish between authentic and imitation Jackson Pollock poured paintings: A tile-driven approach to computer vision

Julian H. Smith, Caleb Holt, Nickolaus H. Smith, Richard P. Taylor

published 17 Jun 2024

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Classification of white blood cells (leucocytes) from blood smear imagery using machine and deep learning models: A global scoping review

Rabia Asghar, Sanjay Kumar, Arslan Shaukat, Paul Hynds

published 17 Jun 2024

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Novel artificial intelligence assisted Landsat-8 imagery analysis for mango orchard detection and area mapping

Muhammad Usama Tanveer, Kashif Munir, Ali Raza, Mubarak S. Almutairi

published 14 Jun 2024

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Prediction of resistance to bevacizumab plus FOLFOX in metastatic colorectal cancer—Results of the prospective multicenter PERMAD trial

Thomas Seufferlein, Ludwig Lausser, Alexander Stein, Dirk Arnold, Gerald Prager, Stefan Kasper-Virchow, Michael Niedermeier, Lothar Müller, Stefan Kubicka, Alexander König, Petra Büchner-Steudel, Kai Wille, Andreas W. Berger, Angelika M. R. Kestler, Johann M. Kraus, Silke D. Werle, Lukas Perkhofer, Thomas J. Ettrich, Hans A. Kestler

published 14 Jun 2024

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TaeC: A manually annotated text dataset for trait and phenotype extraction and entity linking in wheat breeding literature

Claire Nédellec, Clara Sauvion, Robert Bossy, Mariya Borovikova, Louise Deléger

published 13 Jun 2024

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Leveraging machine learning to unravel the impact of cadmium stress on goji berry micropropagation

Musab A. Isak, Taner Bozkurt, Mehmet Tütüncü, Dicle Dönmez, Tolga İzgü, Özhan Şimşek

published 13 Jun 2024

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The efficacy of machine learning models in lung cancer risk prediction with explainability

Refat Khan Pathan, Israt Jahan Shorna, Md. Sayem Hossain, Mayeen Uddin Khandaker, Huda I. Almohammed, Zuhal Y. Hamd

published 13 Jun 2024

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Unsupervised model for structure segmentation applied to brain computed tomography

Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

published 13 Jun 2024

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