CIBCB C

39 papers

YearTitle / Authors
2023A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony.
Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola
2023A Comparison of Machine Learning Models for Predicting CRISPR/Cas On-target Efficacy.
Megan Fowler, Amirhossein Daneshpajouh, Kay C. Wiese
2023A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels.
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Helen H. Shang, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber
2023A Theoretical Framework for AI Models Explainability with Application in Biomedicine.
Matteo Rizzo, Alberto Veneri, Andrea Albarelli, Claudio Lucchese, Marco S. Nobile, Cristina Conati
2023A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma.
Lara Cavinato, Jimin Hong, Stefan Reinhard, Martin Wartenberg, Paolo Zunino, Andrea Manzoni, Francesca Ieva, Kuangyu Shi
2023AI Deployment in Medical Devices-Ethical and Regulaltory Reflections, Beyond Data Protection and Bias - EU perspective.
Tomasz Braun, Dominika Ewa Harasimiuk
2023An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease.
Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
2023Bacterial phenotype prediction based on methylation site profiles.
Marketa Nykrynova, Matej Bezdicek, Martina Lengerova, Helena Skutkova
2023Comparison of Representations to Evolve Weighted Contact Networks with Epidemic Properties.
Michael Dubé, James Sargant, Sheridan K. Houghten
2023Consensus Clustering Strategy for Cell Type Assignments of scRNA-seq Data.
Simone G. Riva, Brynelle Myers, Paolo Cazzaniga, Francesca M. Buffa, Andrea Tangherloni
2023Conversion of Pixel to Millimeter in Ultrasound Images: A Methodological Approach and Dataset.
Mahmood Alzubaidi, Uzair Shah, Hurmat Shah, Mowafa S. Househ
2023Effective Vaccination Strategy for Infectious Diseases by Analyzing the Age and Comorbidity Attributes of Individuals on Social Network.
Sumaiya Amin, Derrick G. Lee, James Alexander Hughes
2023Enhancing Model Learning and Interpretation using Multiple Molecular Graph Representations for Compound Property and Activity Prediction.
Apakorn Kengkanna, Masahito Ohue
2023Ensemble Learning for Medical Image Character Recognition based on Enhanced Lenet-5.
Efosa Osagie, Wei Ji, Na Helian
2023Estimation of Fuzzy Models from Mixed Data Sets with pyFUME.
Daniele M. Papetti, Caro Fuchs, Vasco Coelho, Uzay Kaymak, Marco S. Nobile
2023Evolving Dilation Functions for Parameter Estimation.
Daniele M. Papetti, Vasco Coelho
2023Explaining Body Composition After Bariatric Surgery using Accelerometry.
A. T. M. Shakil Ahamed, Ryan E. R. Reid, James Alexander Hughes, Ross E. Andersen
2023From Bits to Bases: Evolving a Versatile Construct for Biological Sequence and Network Data.
Michael Dubé, James Sargant, Sheridan K. Houghten, Steffen Graether
2023Harnessing Digital Pathology And Causal Learning To Improve Eosinophilic Esophagitis Dietary Treatment Assignment.
Eliel Aknin, Ariel Larey, Julie M. Caldwell, Margaret H. Collins, Marc E. Rothenberg, Yonatan Savir
2023Human Biodata Governance: Addressing the Tension Between Innovation and Protection Through DPIAs.
Esra Demir
2023IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2023, Eindhoven, The Netherlands, August 29-31, 2023
2023Inference of threshold network models of the tryptophan operon in Escherichia coli.
Gonzalo A. Ruz
2023Investigating Semi-Automatic Assessment of Data Sets Fairness by Means of Fuzzy Logic.
Chiara Gallese, Teresa Scantamburlo, Luca Manzoni, Marco S. Nobile
2023Machine Learning Reveals The Effect of Maternal Age on The Mouse Pre-Implantation Embryo Morphokinetics.
Nati Daniel, Tanya Wasserman, Zohar Adler, Tomer Czyzewski, Yonatan Savir
2023Machine learning for mortality risk prediction with changing patient demographics.
Richard Wainwright, Alex Shenfield
2023Medical and Behavioral Knowledge Discovery using Multi-Objective Analysis.
Sanaz Mostaghim, Qihao Shan, Christiane Desel, Alexander Duscha, Aiden Haghikia, Tobias Hegelmaier, Felix Kuhn, Stefan Remy
2023Neural Architecture Search for Genomic Sequence Data.
Amadeu Scheppach, Hüseyin Anil Gündüz, Emilio Dorigatti, Philipp C. Münch, Alice C. McHardy, Bernd Bischl, Mina Rezaei, Martin Binder
2023PEvoLM: Protein Sequence Evolutionary Information Language Model.
Issar Arab
2023Parameter Estimation Of A Physiological Diabetes Model Using Neural Networks.
Ana Moreira, Maren Philipps, Natal A. W. van Riel
2023Prediction of Phi and Psi Angle Fluctuations from Protein Sequences.
Md Wasi Ul Kabir, Duaa Mohammad Alawad, Avdesh Mishra, Md. Tamjidul Hoque
2023Quantifying Instance Hardness of Protein Folding within the HP-model.
Okke van Eck, Daan van den Berg
2023Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis.
Ilya Auslender, Lorenzo Pavesi
2023Symbiotic Message Passing Model for Transfer Learning between Anti-Fungal and Anti-Bacterial Domains.
Ronen Taub, Tanya Wasserman, Yonatan Savir
2023Territorial clusters of mortality and role of social and environmental factors: the case of ULSS 6 Euganea (Italy).
Enrico Bovo, Pietro Belloni, Andrea Sottosanti, Giovanna Boccuzzo
2023Towards EEG-based objective ADHD diagnosis support using convolutional neural networks.
Simon Stock, Jan Hausberg, Alexandre Armengol-Urpi, Tobias Kaufmann, Markus Schinle, Marius Gerdes, Wilhelm Stork
2023Towards Optimal Microbiome to Inhibit Multidrug Resistance.
Nisha Pillai, Bindu Nanduri, Michael J. Rothrock, Zhiqian Chen, Mahalingam Ramkumar
2023Trustworthy Artificial Intelligence in Medical Applications: A Mini Survey.
Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile, Yingqian Zhang
2023Unsupervised Temporal Analysis of Mouse Vocalizations.
Christodoulos Bochalis, César D. M. Vargas, Erich D. Jarvis, Theodoros Giannakopoulos
2023Word embeddings for protein sequence analysis.
Ana Marta Sequeira, Ivan Gomes, Miguel Rocha