ProfileOfResearchers

Identified 24

TITLE: MultiFlow: An Ambient Intelligence Digital Twin
AUTHORS: Diogo Torres; Eduardo Peixoto; Davide Carneiro; Guilherme Palumbo; Victor Alves;
PUBLISHED: 2026, SOURCE: Lecture Notes in Networks and Systems - Ambient Intelligence – Software and Applications – 16th International Symposium on Ambient Intelligence

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TITLE: GBM-Reservoir: Brain tumor (Glioblastoma Multiforme) MRI dataset collection with ground truth segmentation masks
AUTHORS: Solak, Naida; Ferreira, Andre; Luijten, Gijs; Puladi, Behrus; Alves, Victor; Egger, Jan;
PUBLISHED: 2025, SOURCE: DATA IN BRIEF, VOLUME: 58

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TITLE: <i>MedShapeNet</i> - a large-scale dataset of 3D medical shapes for computer vision
AUTHORS: Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, VD; Memon, Afaque R.; Schlachta, Christopher; De Ribaupierre, Sandrine; Patel, Rajnikant; Eagleson, Roy; Chen, Xiaojun; Maechler, Heinrich; Kirschke, Jan Stefan; de la Rosa, Ezequiel; Christ, Patrick Ferdinand; Li, Hongwei Bran; Ellis, David G.; Aizenberg, Michele R.; Gatidis, Sergios; Kuestner, Thomas; Shusharina, Nadya; Heller, Nicholas; Andrearczyk, Vincent; Depeursinge, Adrien; Hatt, Mathieu; Sekuboyina, Anjany; Loeffler, Maximilian T.; Liebl, Hans; Dorent, Reuben; Vercauteren, Tom; Shapey, Jonathan; Kujawa, Aaron; Cornelissen, Stefan; Langenhuizen, Patrick; Ben Hamadou, Achraf; Rekik, Ahmed; Pujades, Sergi; Boyer, Edmond; Bolelli, Federico; Grana, Costantino; Lumetti, Luca; Salehi, Hamidreza; Ma, Jun; Zhang, Yao; Gharleghi, Ramtin; Beier, Susann; Sowmya, Arcot; Garza Villarreal, Eduardo A.; Balducci, Thania; Angeles Valdez, Diego; Souza, Roberto; Rittner, Leticia; Frayne, Richard; Ji, Yuanfeng; Ferrari, Vincenzo; Chatterjee, Soumick; Dubost, Florian; Schreiber, Stefanie; Mattern, Hendrik; Speck, Oliver; Haehn, Daniel; John, Christoph; Nuernberger, Andreas; Pedrosa, Joao ; Ferreira, Carlos ; Aresta, Guilherme; Cunha, Antonio; Campilho, Aurelio; Suter, Yannick; Garcia, Jose; Lalande, Alain; Vandenbossche, Vicky; Van Oevelen, Aline; Duquesne, Kate; Mekhzoum, Hamza; Vandemeulebroucke, Jef; Audenaert, Emmanuel; Krebs, Claudia; van Leeuwen, Timo; Vereecke, Evie; Heidemeyer, Hauke; Roehrig, Rainer; Hoelzle, Frank; Badeli, Vahid; Krieger, Kathrin; Gunzer, Matthias; Chen, Jianxu; van Meegdenburg, Timo; Dada, Amin; Balzer, Miriam; Fragemann, Jana; Jonske, Frederic; Rempe, Moritz; Malorodov, Stanislav; Bahnsen, Fin H.; Seibold, Constantin; Jaus, Alexander; Marinov, Zdravko; Jaeger, Paul F.; Stiefelhagen, Rainer; Santos, Ana Sofia; Lindo, Mariana; Ferreira, Andre; Alves, Victor; Kamp, Michael; Abourayya, Amr; Nensa, Felix; Hoerst, Fabian; Brehmer, Alexander; Heine, Lukas; Hanusrichter, Yannik; Wessling, Martin; Dudda, Marcel; Podleska, Lars E.; Fink, Matthias A.; Keyl, Julius; Tserpes, Konstantinos; Kim, Moon Sung; Elhabian, Shireen; Lamecker, Hans; Zukic, Dzenan; Paniagua, Beatriz; Wachinger, Christian; Urschler, Martin; Duong, Luc; Wasserthal, Jakob; Hoyer, Peter F.; Basu, Oliver; Maal, Thomas; Witjes, Max J. H.; Schiele, Gregor; Chang, Ti chiun; Ahmadi, Seyed Ahmad; Luo, Ping; Menze, Bjoern; Reyes, Mauricio; Deserno, Thomas M.; Davatzikos, Christos; Puladi, Behrus; Fua, Pascal; Yuille, Alan L.; Kleesiek, Jens; Egger, Jan; ...More
PUBLISHED: 2025, SOURCE: BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, VOLUME: 70, ISSUE: 1

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TITLE: Data Science in the Management of Healthcare Organizations Full Text
AUTHORS: Faria, Pedro; Alves, Victor; Neves, Jose; Vicente, Henrique;
PUBLISHED: 2025, SOURCE: ALGORITHMS, VOLUME: 18, ISSUE: 3

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TITLE: Unbalancing Datasets to Enhance CNN Models Learnability: A Class-Wise Metrics-Based Closed-Loop Strategy Proposal
AUTHORS: Shahrabadi, Somayeh; Alves, Victor; Peres, Emanuel ; dos Santos, Raul Morais; Adao, Telmo;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13

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TITLE: ESG Transparency in AI-Driven Value Chains: An Architecture for Monitoring and Reporting Key Indicators
AUTHORS: Eduardo Peixoto; Guilherme Palumbo; Davide Carneiro; Victor Alves;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Responsible, Generative and Explainable AI (ResGenXAI)

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TITLE: Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting Full Text
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Peres, Emanuel ; Morais, Raul; Magalhaes, Luis G.; Alves, Victor;
PUBLISHED: 2024, SOURCE: ALGORITHMS, VOLUME: 17, ISSUE: 3

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TITLE: Generation of Synthetic X-Rays Images of Rib Fractures Using a 2D Enhanced Alpha-GAN for Data Augmentation
AUTHORS: Lindo, Mariana; Ferreira, Andre; Egger, Jan; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799

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TITLE: Objective metrics for ethical AI: a systematic literature review
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Alves, Victor;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 2

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