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Computational pipelines

A modular and interpretable framework for tabular data analysis using LLaMA 7B: Enhancing preprocessing, modeling, and explainability with local language models

Shahab Ahmad Al Maaytah, Ayman Qahmash

Boosting brain tumor segmentation: A novel 3D pooling approach with U-net 3D

Mohamed Gasmi, Mohammed Elbachir Yahyaoui, [ ... ], Waad Alhoshan

Integrating simulated and experimental data to identify mitochondrial bioenergetic defects in Parkinson’s Disease models

Sandeep Chenna, Alvin Joselin, [ ... ], Niamh M. C. Connolly

Identification and classification of oil and gas pipeline intru-sion events based on 1-D CNN network

Han Qin, Xiaoli Huang, Xingcheng Wang, Zhaoliang Zhou

DOGMA: de novo assembly of densely labelled optical DNA maps using a matrix profile approach

Albertas Dvirnas, Luis Mario Leal-Garza, [ ... ], Tobias Ambjörnsson

Random rotational embedding Bayesian optimization for human-in-the-loop personalized music generation

Miguel Marcos, Lorenzo Mur-Labadia, Ruben Martinez-Cantin

Impact of processing and analysis methodology on thalamic susceptibility assessment in multiple sclerosis

Fahad Salman, Niels Bergsland, [ ... ], Ferdinand Schweser

Pipelined and conflict-free number theoretic transform accelerator for CRYSTALS-Kyber on FPGA

Ayesha Waris, Arshad Aziz, Bilal Muhammad Khan

Transfer learning-driven prediction of oil and gaspipeline corrosion rates in small sample scenarios

Pujun Long, Guopan Yang, [ ... ], Mi Liang

Supervised spike sorting feasibility of noisy single-electrode extracellular recordings: Systematic study of human C-nociceptors recorded via microneurography

Alina Troglio, Peter Konradi, [ ... ], Barbara Namer

Enhancing adverse drug reaction data quality in Canada: A high-precision pipeline for medication name standardization and enrichment

Niaz Chalabianloo, Sheikh S. Abdullah, [ ... ], Flory Tsobo Muanda

Explainable AI to unveil cellular autophagy dynamics

Oriana Presacan, María Hernández Mesa, [ ... ], Michael A. Riegler

Identification of BOLD engine deficiencies and suggestions for improvement based on a curated Tachina (Diptera) record set

Frederik Stein, Oliver Gailing

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