Ghent University Academic Bibliography

Journal Article
A2
open access

Cross-modality deep learning denoising for low-dose μSPECT : transfer of PET-trained U-net and diffusion models

Elise Taragola (UGent) , Sara Neyt (UGent) , Boxiao Yu, Maya Abi Akl (UGent) , Boris Vervenne (UGent) , Kuang Gong, Stefaan Vandenberghe (UGent) , Christian Vanhove (UGent) and Florence Marie Muller (UGent)

(2026) CHEMICAL & BIOMEDICAL IMAGING.

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Enabling cross-context learning with knowledge graphs for anomaly detection in communications networks

Michael Weyns (UGent) , Sander Vanden Hautte, Annelies Lejon (UGent) , Veerle Ledoux (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 33(4).

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Journal Article
A2
open access

A comparative survey of vision transformers for feature extraction in texture analysis

Leonardo Scabini, Andre Sacilotti, Kallil M. Zielinski, Lucas C. Ribas, Bernard De Baets (UGent) and Odemir Martinez Bruno (UGent)

(2025) JOURNAL OF IMAGING. 11(9).

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Journal Article
A1
open access

Automated detection of broiler vocalizations a machine learning approach for broiler chicken vocalization monitoring

Patricia Soster de Carvalho (UGent) , Tomasz Leszek Grzywalski (UGent) , Yuanbo Hou, Pieter Thomas (UGent) , Annelike Dedeurwaerder (UGent) , Maarten De Gussem (UGent) , Frank Tuyttens (UGent) , Paul Devos (UGent) , Dick Botteldooren (UGent) and Gunther Antonissen (UGent)

(2025) POULTRY SCIENCE. 104(5).

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Journal Article
A1
open access

A Transfer Learning method for deep drawing force prediction of sheet metal

Yingjian Guo (UGent) , Gregor Kosec, Lihua Wang (UGent) and Magd Abdel Wahab (UGent)

(2025) EUROPEAN JOURNAL OF MECHANICS A-SOLIDS. 114.

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Journal Article
A1
open access

Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion

Kallil M. Zielinski, Leonardo Scabini, Lucas C. Ribas, Núbia R. da Silva, Hans Beeckman, Jan Verwaeren (UGent) , Odemir Martinez Bruno (UGent) and Bernard De Baets (UGent)

(2025) COMPUTERS AND ELECTRONICS IN AGRICULTURE. 231.

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Journal Article
A1
open access

Accelerating reaction rate predictions : a machine learning approach using a novel quantum chemical property for nucleophilic aromatic substitutions

Lowie Tomme (UGent) , Istvan Lengyel (UGent) , Florence Vermeire, Christian Stevens (UGent) and Kevin Van Geem (UGent)

(2025) MACHINE LEARNING-SCIENCE AND TECHNOLOGY. 6(3).

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Journal Article
A1
open access

MSDeepAMR : antimicrobial resistance prediction based on deep neural networks and transfer learning

Xaviera A. Lopez-Cortes, Jose M. Manriquez-Troncoso, Ruber Hernandez-Garcia and Daniel Peralta (UGent)

(2024) FRONTIERS IN MICROBIOLOGY. 15.

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Journal Article
A1
open access

Transfer learning for UWB error correction and (N)LOS classification in multiple environments

Jaron Fontaine (UGent) , Fuhu Che, Adnan Shahid (UGent) , Ben Van Herbruggen, Qasim Zeeshan Ahmed, Waqas Bin Abbas and Eli De Poorter (UGent)

(2024) IEEE INTERNET OF THINGS JOURNAL. 11(3). p.4085-4101

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Hybrid modeling of T-shaped partial least squares regression and transfer learning for formulation and manufacturing process development of new drug products

Keita Yaginuma (UGent) , Kensaku Matsunami (UGent) , Laure Descamps (UGent) , Alexander Ryckaert (UGent) and Thomas De Beer (UGent)

(2024) INTERNATIONAL JOURNAL OF PHARMACEUTICS. 662.

Academic Bibliography

Cross-modality deep learning denoising for low-dose μSPECT : transfer of PET-trained U-net and diffusion models

Enabling cross-context learning with knowledge graphs for anomaly detection in communications networks

A comparative survey of vision transformers for feature extraction in texture analysis

Automated detection of broiler vocalizations a machine learning approach for broiler chicken vocalization monitoring

A Transfer Learning method for deep drawing force prediction of sheet metal

Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion

Accelerating reaction rate predictions : a machine learning approach using a novel quantum chemical property for nucleophilic aromatic substitutions

MSDeepAMR : antimicrobial resistance prediction based on deep neural networks and transfer learning

Transfer learning for UWB error correction and (N)LOS classification in multiple environments

Hybrid modeling of T-shaped partial least squares regression and transfer learning for formulation and manufacturing process development of new drug products

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