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2)- Ana Julia Velez Rueda, Luis Alberto Gonano, Agustín García Smith, Gustavo Parisi, María Silvina Fornasari, Leandro Matías Sommese. CardIAP: calcium transients confocal image analysis tool.Frontiers in bioinformatics. 2023, 3: 1137815
3)- Mohammed Zidane, Ahmad Makky, Matthias Bruhns, Alexander Rochwarger, Sepideh Babaei, Manfred Claassen, Christian M Schürch. A review on deep learning applications in highly multiplexed tissue imaging data analysis.Frontiers in bioinformatics. 2023, 3: 1159381
6)- Saurav Mallik, Soumita Seth, Amalendu Si, Tapas Bhadra, Zhongming Zhao. Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics data.Frontiers in bioinformatics. 2023, 3: 1182176
7)- Aziz Fouché, Andrei Zinovyev. Omics data integration in computational biology viewed through the prism of machine learning paradigms.Frontiers in bioinformatics. 2023, 3: 1191961
8)- Adriano Lucieri, Andreas Dengel, Sheraz Ahmed. Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI.Frontiers in bioinformatics. 2023, 3: 1194993
9)- Alexander Mazein, Marcio Luis Acencio, Irina Balaur, Adrien Rougny, Danielle Welter, Anna Niarakis, Diana Ramirez Ardila, Ugur Dogrusoz, Piotr Gawron, Venkata Satagopam, Wei Gu, Andreas Kremer, Reinhard Schneider, Marek Ostaszewski. A guide for developing comprehensive systems biology maps of disease mechanisms: planning, construction and maintenance.Frontiers in bioinformatics. 2023, 3: 1197310
10)- Soumyadip Roy, Asa Ben-Hur. Protein quality assessment with a loss function designed for high-quality decoys.Frontiers in bioinformatics. 2023, 3: 1198218
11)- Nasser Hashemi, Boran Hao, Mikhail Ignatov, Ioannis Ch Paschalidis, Pirooz Vakili, Sandor Vajda, Dima Kozakov. Improved prediction of MHC-peptide binding using protein language models.Frontiers in bioinformatics. 2023, 3: 1207380
12)- Linghao Hu, Blanche Ter Hofstede, Dhavan Sharma, Feng Zhao, Alex J Walsh. Comparison of phasor analysis and biexponential decay curve fitting of autofluorescence lifetime imaging data for machine learning prediction of cellular phenotypes.Frontiers in bioinformatics. 2023, 3: 1210157
14)- Famke Bäuerle, Gwendolyn O Döbel, Laura Camus, Simon Heilbronner, Andreas Dräger. Genome-scale metabolic models consistently predict characteristics of .Frontiers in bioinformatics. 2023, 3: 1214074
16)- Fabiano C Fernandes, Marlon H Cardoso, Abel Gil-Ley, Lívia V Luchi, Maria G L da Silva, Maria L R Macedo, Cesar de la Fuente-Nunez, Octavio L Franco. Geometric deep learning as a potential tool for antimicrobial peptide prediction.Frontiers in bioinformatics. 2023, 3: 1216362
18)- Dmitrii K Chebanov, Vsevolod A Misyurin, Irina Zh Shubina. An algorithm for drug discovery based on deep learning with an example of developing a drug for the treatment of lung cancer.Frontiers in bioinformatics. 2023, 3: 1225149
19)- Jose Barba-Montoya, Sudip Sharma, Sudhir Kumar. Molecular timetrees using relaxed clocks and uncertain phylogenies.Frontiers in bioinformatics. 2023, 3: 1225807
20)- Kejue Jia, Mesih Kilinc, Robert L Jernigan. New alignment method for remote protein sequences by the direct use of pairwise sequence correlations and substitutions.Frontiers in bioinformatics. 2023, 3: 1227193
22)- Paolo Pozzi, Alessia Candeo, Petra Paiè, Francesca Bragheri, Andrea Bassi. Artificial intelligence in imaging flow cytometry.Frontiers in bioinformatics. 2023, 3: 1229052
23)- Jack M Craig, Sudhir Kumar, S Blair Hedges. The origin of eukaryotes and rise in complexity were synchronous with the rise in oxygen.Frontiers in bioinformatics. 2023, 3: 1233281
24)- Wei Ouyang, Kevin W Eliceiri, Beth A Cimini. Moving beyond the desktop: prospects for practical bioimage analysis via the web.Frontiers in bioinformatics. 2023, 3: 1233748
25)- Ryan S McClure, Yvonne Rericha, Katrina M Waters, Robyn L Tanguay. 3' RNA-seq is superior to standard RNA-seq in cases of sparse data but inferior at identifying toxicity pathways in a model organism.Frontiers in bioinformatics. 2023, 3: 1234218
26)- Luca Panconi, Dylan M Owen, Juliette Griffié. Cluster analysis for localisation-based data sets: dos and don'ts when quantifying protein aggregates.Frontiers in bioinformatics. 2023, 3: 1237551
28)- Diego Mariano, Neli José Da Fonseca Júnior, Lucianna Helene Santos, Raquel Cardoso de Melo-Minardi. Editorial: Bioinformatics in the age of data science: algorithms, methods, and tools applied from Omics to structural data.Frontiers in bioinformatics. 2023, 3: 1246859
30)- Florian Levet. Optimizing Voronoi-based quantifications for reaching interactive analysis of 3D localizations in the million range.Frontiers in bioinformatics. 2023, 3: 1249291
32)- Joran Deschamps, Damian Dalle Nogare, Florian Jug. Better research software tools to elevate the rate of scientific discovery or why we need to invest in research software engineering.Frontiers in bioinformatics. 2023, 3: 1255159
33)- Annette Lien, Leonardo Pestana Legori, Louis Kraft, Peter Wad Sackett, Gabriel Renaud. Benchmarking software tools for trimming adapters and merging next-generation sequencing data for ancient DNA.Frontiers in bioinformatics. 2023, 3: 1260486
36)- Bela T L Vogler, Francesco Reina, Christian Eggeling. Blob-B-Gone: a lightweight framework for removing blob artifacts from 2D/3D MINFLUX single-particle tracking data.Frontiers in bioinformatics. 2023, 3: 1268899
38)- Erik Burlingame, Luke Ternes, Jia-Ren Lin, Yu-An Chen, Eun Na Kim, Joe W Gray, Young Hwan Chang. 3D multiplexed tissue imaging reconstruction and optimized region of interest (ROI) selection through deep learning model of channels embedding.Frontiers in bioinformatics. 2023, 3: 1275402
39)- Konstantinos A Kyritsis, Nikolaos Pechlivanis, Fotis Psomopoulos. Software pipelines for RNA-Seq, ChIP-Seq and germline variant calling analyses in common workflow language (CWL).Frontiers in bioinformatics. 2023, 3: 1275593
41)- Xu Yang, Langwen Lai, Xiaoli Qiang, Ming Deng, Yuhao Xie, Xiaolong Shi, Zheng Kou. Towards Chinese text and DNA shift encoding scheme based on biomass plasmid storage.Frontiers in bioinformatics. 2023, 3: 1276934
42)- Thomas Krannich, Marina Herrera Sarrias, Hiba Ben Aribi, Moustafa Shokrof, Alfredo Iacoangeli, Ammar Al-Chalabi, Fritz J Sedlazeck, Ben Busby, Ahmad Al Khleifat. VariantSurvival: a tool to identify genotype-treatment response.Frontiers in bioinformatics. 2023, 3: 1277923
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46)- Mohammed Zidane, Ahmad Makky, Matthias Bruhns, Alexander Rochwarger, Sepideh Babaei, Manfred Claassen, Christian M Schürch. Corrigendum: A review on deep learning applications in highly multiplexed tissue imaging data analysis.Frontiers in bioinformatics. 2023, 3: 1287407
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48)- Joan Segura, Yana Rose, Chunxiao Bi, Jose Duarte, Stephen K Burley, Sebastian Bittrich. RCSB Protein Data Bank: visualizing groups of experimentally determined PDB structures alongside computed structure models of proteins.Frontiers in bioinformatics. 2023, 3: 1311287
49)- Paul Klemm, Peter F Stadler, Marcus Lechner. Proteinortho6: pseudo-reciprocal best alignment heuristic for graph-based detection of (co-)orthologs.Frontiers in bioinformatics. 2023, 3: 1322477
50)- Elizabeth A Heron, Giorgio Valle, Anna Bernasconi. Editorial: Identification of phenotypically important genomic variants.Frontiers in bioinformatics. 2023, 3: 1328945