RiNALMo: general-purpose RNA language models can generalize well on structure prediction tasks
A systematic benchmark of Nanopore long read RNA sequencing for transcript level analysis in human cell lines
The Applied genomics development strategy by the Croatian academy of sciences and arts paves the way for the future development of applied genomics in Croatia
RiNALMo: General-Purpose RNA Language Models Can Generalize Well on Structure Prediction Tasks
Geometric deep learning framework for de novo genome assembly
Detecting a wide range of epitranscriptomic modifications using a nanopore-sequencing-based computational approach with 1D score-clustering
Evaluating data requirements for high-quality haplotype-resolved genomes for creating robust pangenome references
Comparative Analysis of Nanopore-based Unsupervised Learning Methods in Epitranscriptomics
The Hitchhiker’s Guide to Sequencing Data Types and Volumes for Population-Scale Pangenome Construction
Telomere-to-telomere phased genome assembly using error-corrected Simplex nanopore reads
Rockfish: A transformer-based model for accurate 5-methylcytosine prediction from nanopore sequencing
Improving Metagenomic Classification Accuracy through Metagenome Assembly-driven Database Reduction
Facilitating genome structural variation analysis
Harnessing the Power of Language Models to Predict RNA Structure
Utilizing parental data in trio binning diploid de novo genome assembly
Reconstruction of short genomic sequences with graph convolutional networks
Reconstruction of short genomic sequences with graph convolutional networks
Removing chimeric reads improves metagenome assembly
Combining protein and RNA structures information in developing new scoring functions
Evaluation of RNA Atom Distance Prediction Models
Genome assembly and chemogenomic profiling of National Flower of Singapore Papilionanthe Miss Joaquim ‘Agnes’ reveals metabolic pathways regulating floral traits
Direct identification of A-to-I editing sites with nanopore native RNA sequencing
Asian Reference Genome Project
Time- and memory-efficient genome assembly with Raven
Detection of Modified Nucleotides Using Nanopore Sequencing and Deep Learning Methods
Rapid Microbe Detection Using Deep Learning
Whole genome comparison of Vibrio harveyi strains from the Mediterranean Sea
DNA Nanopore Sequencing Basecaller
Model dubokog učenja pore za sekvenciranje nanoporama
Efficacy of next-generation sequencing in bacterial zoonoses diagnostics
Deep learning model of nanopore sequencing pore
Deep Learning Model of Nanopore Sequencing Pore
Detection of Modified Nucleotide Clusters in Nanopore Sequenced RNA Reads
Detection of Modified Nucleotide Clusters in Nanopore Sequenced RNA Reads
Rapid alignment of high-fidelity seqeuncing data
Generalization of partial order alignment
Whole genome comparison of Vibrio harveyi strains from the Mediterranean Sea
Rapid overlapping of Single Molecule High-Fidelity Sequencing Data
Data Structure for Efficient Storage of Genome Sequencing Data
De Novo Diploid Assembly Using Third-Generation Sequencing Data
System For Monitoring a Subject During Google Search
A step towards neural genome assembly
Deep learning approach to determining the type of long reads
Benchmarking metagenomic classification tools for long read sequencing data
Microbe Detection Using Deep Learning
Genome Scaffolding Using Hi-C Sequencing
Pipeline for Detection Clusters of Modified Nucleotides in Nanopore Sequenced RNA Reads
De Novo Metagenome Assembly Using Third Generation Sequencing Dana
Microbe Detection Using Signal Processing and Locality Sensitive Hashing
Overlapping Single Molecule High-Fidelity Sequencing Data
Detecting Base Modifications in DNA Sequences
Statistical inference of exogenous and endogenous information propagation in social networks
Hybrid metagenomic assembly enables high- resolution analysis of resistance determinants and mobile elements in human microbiomes
Early Screening for Preeclampsia
Supervised learning approach to long read classification
Discovering gene variants from sequencing data
Read classification using deep learning methods
Reference-Guided de novo Genome Assembly
Disentangling Sources of Influence in Online Social Networks
Upper bound in genome assembly
Polishing of a DNA sequence using deep learning methods
Using Reference Database for Plasmid Prediction
A Programming Library for Mapping Long RNA Reads
Short Reads Mapping
Long Reads Mapping
Sequence to graph mapping
Classification of 1D-Signal Types Using Deep Learning
Algorithms for de novo assembly of large genomes
A Benchmark of Tools for Metagenomic Species Identification
A Programming Library for Mapping Long RNA Reads
A Benchmark of Tools for Metagenomic Species Identification
Approaches to metagenomic classification and assembly
RNA Splice Aware Mapper
Yet another de novo genome assembler
Landau-Vishkin-Nussinov Algorithm for Pair-wise Sequence Alignment
Approximate Algorithm for Computing Alignment Between Two Long Sequences
De Novo Metagenome Assembly Using Read Clustering
Fast protein sequence similarity search
End-to-End Deep Learning Model for Base Calling of MinION Nanopore Reads
A service for DNA backup
Scaffolding Assembled Genomes with Long Reads
Learned index structures
Horizontal silicon nanowires for surface-enhanced Raman spectroscopy
Scaffolding Assembled Genomes with Long Reads
Hidden Markov Model for Base Calling of MinION Nanopore Reads
Protein Database Search Using Partial Order Alignment
Mobile application for collecting user activity data
The assessment of the expected genome assembly completeness from available reads
Evaluation of tools for long read RNA-seq splice- aware alignment
Silicon Nanowires Substrates Fabrication for Ultra-Sensitive Surface Enhanced Raman Spectroscopy Sensors
Fast and accurate de novo genome assembly from long uncorrected reads
Edlib: a C/C ++ library for fast, exact sequence alignment using edit distance
Analysis of a Metagenomic Sample Obtained by Third Generation Sequencing Technology
Identification of 1D-Signal Types Using Unsupervised Deep Learning
De Novo Assembly using Unsupervised Read Categorization
De Novo Assembly using Semi-Supervised Read Categorization
Algorithms for Layout Phase of De Novo Genome Assembly
Unsupervised Learning of Sequencing Read Types
Differentiating between Exogenous and Endogenous Information Propagation in Social Networks
Modeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia
Algorithm for the Alignment of Two Partial Order Alignment Graphs
Deep Learning Model for Base Calling of MinION Nanopore Reads
Classification of 1D-Signal Types Using Semi- Supervised Deep Learning
Computing the Error Profiles of Third Generation Sequencing Technologies
Inference of influence in social networks
Ra – Rapid de novo genome assembler
Informatics
RNA Transcriptome Mapping with GraphMap
Trade-offs in query and target indexing for the selection of candidates in protein homology searches
Read classification using semi-supervised deep learning
MinCall | MinION end2end convolutional deep learning basecaller
Rala - Rapid layout module for de novo genome assembly
Manual detection of false overlaps occurring during genome assembly
dna2vec: vector representation of variable length k-mers
Classification of Large-Scale Biological Annotations Using Word Embeddings Derived from Corpora of Biomedical Research Literature
Detectability of Patient Zero Depending on its Position in the Network
Real-Time Analysis of a Metagenomic Sample Obtained by Nanopore Based Sequencing Technology
Long RNA-Seq Alignment
RNA-seq Alignment Using Existing Gene Annotations
Tree of Bloom Filters
SWORD—a highly efficient protein database search
Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads
De novo assembly using long error-prone reads
TGTP-DB – a database for extracting genome, transcriptome and proteome data using taxonomy
Big data in the age of genomics
SWORD—a highly efficient protein database search
SIFT missense predictions for genomes
Fast and sensitive mapping of nanopore sequencing reads with GraphMap
Racon - Rapid consensus module for raw de novo genome assembly of long uncorrected reads
ALGORITHMS FOR DE NOVO GENOME ASSEMBLY FROM THIRD GENERATION SEQUENCING DATA
A reduced gene database for precision species detection
Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations
SW#db: GPU-Accelerated Exact Sequence Similarity Database Search
Scaffolding using long error-prone reads
Statistical inference algorithms for epidemic processes on complex networks
Enhanced suffix array
EAGLER - Eliminating Assembly Gaps by Long Extending Reads
Generating consensus sequence using partially ordered multiple sequence alignment graphs
Reconstruction of a phylogenetic tree using a neighbor-joining method
Suffix Tree
Some new results on assessment of Q-gram filter efficiency
Continuum model of gene expression
Phylogenetic tree reconstruction using maximum parsimony branch-and-bound algorithm
Long read aligner
Global sequence alignment tool
Splice isoform identification from transcript graphs
De novo transcriptome assembly
Long Read RNA-seq Mapper
An SIMD dynamic programming C/C++ library
ExoLocator—an online view into genetic makeup of vertebrate proteins
Genome alignment tool
Tool for fast searching of protein sequences in databases
De novo metagenomic assembly using Bayesian model-based clustering
Identify pathogen organisms from a stream of RNA sequences
Computational approaches for refinement and validation of genome assemblies
RNA-seq mapper
Statistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures
Simplification of the Overlap Graph
Finding overlapping DNA reads
Information propagation in online social networks
From Short to Long Reads: Benchmarking Assembly Tools
Approaches to DNA de novo Assembly
Proteini i nukleinske kiseline u vremenu i prostoru
Aspects of DNA Assembly Acceleration on Reconfigurable Platforms
GPU implementation of a space and time optimal parallel sequence alignment algorithm
The evaluation of protein database searching tools
Optical map assembly: graph correction module
Alternative splicing
Evaluation of a method for long read error correction
SW# - Sequence alignment library utilizing graphics processing units
Computing method for determing protein interactions
Protein database search optimization based on CUDA and MPI
Web interface for sequence alignment
Epidemic centrality — is there an underestimated epidemic impact of network peripheral nodes?
SW#–GPU-enabled exact alignments on genome scale
FastSIR algorithm : A fast algorithm for the simulation of the epidemic spread in large networks by using the susceptible–infected–recovered compartment model
Tool for aligning long DNA reads
GPU implementation of an efficient linear-memory algorithm for local sequence alignment
Web application for comparative analysis of protein paralogs
Implementation of compressed data structure for text searching based on FMindex
CUDA implementation of the algorithm for simulating the epidemic spreading over large networks
SWIG - Aligning structures using iterative application of Smith-Waterman algorithm
A tool for simulating sequence reads
Application for automatic analysis of protein coding genes
Large-Scale Functional Organization of Long-Range Chromatin Interaction Networks
BioMe : biologically relevant metals
Orhobalancer: web application for creation of taxonomically balanced sets of orthologous protein sequences
FM index implementation
Prediction of interacting protein residues using sequence and structure data.
BioMe - statistical analyzer for biologically relevant metals
Make Me Move – didactic computer game for learning structural molecular biology
GPU implementation of time efficient linear space local alignment algorithm
Adaptive wavelet transform implemented on CUDA platform
Electrostatic charge distribution calculation in CUDA
Protein docking tool: visualization module
Optimisation of firewall security rules
Smith-Waterman algorithm implementation using graphic cards with CUDA architecture
Prediction of solvent accessible surface area from protein sequence
Phase diagram of epidemic spreading — unimodal vs. bimodal probability distributions
Epidemic centrality – identifying “superspreaders” in complex networks
Implementation of algorithm for computing protein interactions
Detecting epistasis using ant colony optimization algorithm
Improved algorithm for selection and validation of best multivariate structure-property molecular models
Secondary structure prediction using only sequence data
Multiresolution analysis of macromolecular structures
Parallel Protein Docking Tool
Protein Docking tool: rotation and scoring modules
Protein Docking Tool: Steric Scan module
A solution for accessing to servers that are inside of mobile networks
Database of metals in proteins
Influence of quarantine on epidemic spread
Simulation of the impact organizing parties on propagation of viruses at spreading the infection
Representation of metals in proteins
Secondary protein structure analysis by the method of signal processing
Protein Docking Tool: Module For Interaction Detection
Prediction of protein-protein interactions using Random Forests
Analiza kodirajućih regija u genomu
Prediction of Protein-Protein Interaction Sites in Sequences and 3D Structures by Random Forests
Classification of coding regions in the genome
Comparison of the RADIUS and Diameter Protocols
Computational method for prediction of protein-protein interaction sites
Utjecaj zaraze na svojstva kompleksne mreže
Identification of key players in complex networks of blogs
Visualization of macromolecules
Metals in proteins: correlation between the metal- ion type, coordination number and the amino-acid residues involved in the coordination
PSAIA - Protein Structure and Interaction Analyzer
The automated construction of a testing set for predicting of protein interactions
Correlating protein surface shape and hydrophobicity using spherical harmonical expansions
Prediction of protein-protein hetero interaction sites from local sequence information using Random Forest
Protecting and controlling Virtual LANs by Linux router-firewall
Guidline to maintain an efficient email working environment
The content charging model in mobile packet networks
Mobile content efficiency and business model
WLAN securtiy
Content charging models in mobile packet networks
Teaching
University undergraduate
- Algorithms and Data Structures (Lecturer in charge)
- Algorithms and Data Structures (Lecturer in charge)
- Bioinformatics 1 (Lecturer in charge, Lecturer in charge, Lecturer in charge)
- Bioinformatics 1 (Lecturer in charge, Lecturer in charge)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Bioinformatics 2 (Lecturer in charge)
- Bioinformatics 2 (Lecturer in charge)
- Complex Networks (Lecturer in charge)
- Complex Networks (Lecturer in charge)
- Creative Laboratory (Lecturer in charge)
- Introduction to Data Science (Lecturer in charge)
- Introduction to Data Science (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Master Project (Lecturers)
- Mentorship Seminar (Lecturers)
- Project (Lecturers)
- Seminar (Lecturers)
Postgraduate doctoral study programme
- Algorithms in bioinformatics (Lecturer in charge)
Competences
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Computational and artificial intelligence
Artificial intelligence Computation theory -
Computers and information processing
Network theory (graphs) DNA computing
Pristupačnost