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Computational pipelines

Ocotillo optimization-driven deep learning for bone marrow cytology classification

Doaa Sami Khafaga, El-Sayed M. El-kenawy, [ ... ], Nima Khodadadi

VNC-Dist: A machine learning-based semi-automated pipeline for quantification of neuronal position in the C. elegans ventral nerve cord

Saber Saharkhiz, Wesley Chan, [ ... ], Antonio Colavita

Modular and cloud-based bioinformatics pipelines for high-confidence biomarker detection in cancer immunotherapy clinical trials

Cu Nguyen, Trinh Nguyen, [ ... ], Daoud Meerzaman

A lightweight cross-scale feature fusion model based on YOLOv8 for defect detection in sewer pipeline

Ruibo Sha, Zhifeng Zhang, Xiao Cui, Qingzheng Mu

Impact of deep learning and post-processing algorithms performances on biodiversity metrics assessed on videos

Valentine Fleuré, Kévin Planolles, [ ... ], Sébastien Villéger

Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets

Michael E. Kim, Chenyu Gao, [ ... ], The HABS-HD Study Team

Gain efficiency with streamlined and automated data processing: Examples from high-throughput monoclonal antibody production

Malwina Kotowicz, Magdalena Shumanska, [ ... ], Dominik Stappert

A descriptor-free machine learning framework to improve antigen discovery for bacterial pathogens

Marco Podda, Castrense Savojardo, [ ... ], Alessandro Brozzi

Real estate valuation with multi-source image fusion and enhanced machine learning pipeline

Lin Deng

Area-time efficient pipelined number theoretic transform for CRYSTALS-Kyber

Ayesha Waris, Arshad Aziz, Bilal Muhammad Khan

Replacing non-biomedical concepts improves embedding of biomedical concepts

Enock Niyonkuru, Mauricio Soto Gomez, [ ... ], Peter N. Robinson

Exploring similarity patterns in a large scientific corpus

Daniel Witschard, Ilir Jusufi, Kostiantyn Kucher, Andreas Kerren

LDMP-RENet: Reducing intra-class differences for metal surface defect few-shot semantic segmentation

Jiyan Zhang, Hanze Ding, [ ... ], Yanfang Liu

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