Pregled po CROSBI profilu: Jelena Musulin (CROSBI Profil: 40806)
Pronađeno 34 radova
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1.Štifanić, Daniel; Štifanić, Jelena; Baressi Šegota, Sandi; Anđelić, Nikola; Car, ZlatanMaterial Classification of Underground Objects From GPR Recordings Using Deep Learning Approach // The Second Serbian International Conference on Applied Artificial Intelligence (SICAAI) - Book of Abstracts / Filipović, Nenad (ur.).
Kragujevac: University of Kragujevac, Serbia, 2023. str. /-/ (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
2.Štifanić, Daniel; Musulin, Jelena; Car, ZlatanDetection and localization of underground objects from GPR recordings using random search approach // Abstract Book - 6th International Workshop on Data Science / Organiser - Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science / Lončarić, Sven ; Šmuc, Tomislav (ur.).
Zagreb, Hrvatska, 2022. str. 50-51 (predavanje, recenziran, prošireni sažetak, znanstveni) -
3.Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Musulin, Jelena; Štifanić, Daniel; Glučina, Matko; Vlahinić, Saša; Car, ZlatanApplying Regressive Machine Learning Techniques in Determination of COVID-19 Vaccinated Patients’ Influence on the Number of Confirmed and Deceased Patients // Mathematics, 10 (2022), 16; 1-24 doi:10.3390/math10162925 (međunarodna recenzija, članak, znanstveni)
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4.Tolja, Katarina; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanCLASSIFICATION OF DRUG CONSUMERS USING ARTIFICIAL INTELLIGENCE ALGORITHMS // World of health, 4 (2022), 56-63 (domaća recenzija, članak, znanstveni)
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5.Baressi Šegota, Sandi; Glučina, Matko; Štifanić, Daniel; Musulin, Jelena; Lorencin, Ivan; Anđelić, Nikola; Car, ZlatanDetermining the Influence of Hardware on the Execution Times of Trained Machine Learning Models // RI-STEM-2022
Rijeka, 2022. str. 88-90 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
6.Baressi Šegota, Sandi; Blagojević, Anđela; Šušteršić, Tijana; Musulin, Jelena; Štifanić, Daniel; Glučina, Matko; Lorencin, Ivan; Anđelić, Nikola; Filipović, Nenad; Car, ZlatanCountry-level factor influence on COVID-19 excess mortality rates determined using Random Forest algorithm // Ri-STEM-2022 - proceedings / Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Car, Zlatan (ur.).
Rijeka: Studentski zbor Sveučilišta u Rijeci ; Tehnički fakultet Rijeka ; Riteh AI and Robotics Group, 2022. str. 16-18 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin Ivan; Glučina, Matko; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanUtilization of Genetic Programming for Estimation of Molecular Structures Ground State Energies // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI)
Kragujevac, Srbija, 2022. str. 1-4 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
8.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Glučina, Matko; Car, ZlatanHistopathological H&E-Stained Image Analysis Based on AI // First Serbian Conference on Applied Artificial Intelligence
Kragujevac, 2022. 3, 8 (predavanje, međunarodna recenzija, prošireni sažetak, znanstveni) -
9.Štifanić, Daniel; Musulin, Jelena; Baressi Šegota, Sandi; Glučina, Matko; Car, ZlatanDetecting and filtering unwanted features from GPR recordings using stationary wavelet transform // Abstract Book - 6th International Workshop on Data Science / Organiser - Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science / Lončarić, Sven ; Šmuc, Tomislav (ur.).
Zagreb, Hrvatska, 2021. str. 32-34 (predavanje, recenziran, prošireni sažetak, znanstveni) -
10.Tolja, Katarina; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanCLASSIFICATION OF DRUG CONSUMERS USING ARTIFICIAL INTELLIGENCE ALGORITHMS // World of health, 4 (2021), 56-63 (međunarodna recenzija, članak, znanstveni)
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11.Mrzljak, Vedran; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Kudlaček, Jan; Car, ZlatanENERGY ANALYSIS OF A GAS TURBINE UPGRADED WITH HEAT REGENERATOR // Technological forum 2021 Proceedings / Suchánek, Jan ; Kreibich, Viktor (ur.).
Prag, 2021. str. 198-205 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
12.Baressi Šegota, Sandi; Lorencin, Ivan; Smolić, Klara; Anđelić, Nikola; Markić, Dean; Mrzljak, Vedran; Štifanić, Daniel; Musulin, Jelena; Španjol, Josip; Car, ZlatanSemantic Segmentation of Urinary Bladder Cancer Masses From CT Images: A Transfer Learning Approach // Biology, 10 (2021), 11; 1134, 25 doi:10.3390/biology10111134 (međunarodna recenzija, članak, znanstveni)
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13.Lorencin, Ivan; Smolić, Klara; Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Musulin, Jelena; Markić, Dean; Španjol, Josip; Car, ZlatanUtilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery // 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)
Kragujevac: Institute of Electrical and Electronics Engineers (IEEE), 2021. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
14.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Car, ZlatanAutomated Grading of Oral Squamous Cell Carcinoma into Multiple Classes Using Deep Learning Methods // The 21st IEEE International Conference on BioInformatics and BioEngineering / Filipović, Nenad (ur.).
Kragujevac: Institute of Electrical and Electronics Engineers (IEEE), 2021. T.1A.2, 6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
15.Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanPreparation of Simplified Molecular Input Line Entry System Notation Datasets for use in Convolutional Neural Networks // The 21st IEEE International Conference on BioInformatics and BioEngineering / Nenad Filipović (ur.).
Kragujevac: Institute of Electrical and Electronics Engineers (IEEE), 2021. Paper ID #1 44, 6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
16.Car, Zlatan; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Baressi Šegota, SandiAPPLICATION OF ARTIFICIAL INTELLIGENCE-BASED IMAGE ANALYSIS IN BIOINFORMATICS // Book of proceedings 1st International Conference on Chemo and BioInformatics (ICCBIKG 2021) / Zoran Marković, Nenad Filipović (ur.).
Kragujevac: Institute for Information Technologies, University of Kragujevac, 2021. str. 47-54 (plenarno, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Car, ZlatanSemantic segmentation of oral squamous cell carcinoma on epithellial and stromal tissue // Book of proceedings 1st International Conference on Chemo and BioInformatics (ICCBIKG 2021) / Zoran Marković, Nenad Filipović (ur.).
Kragujevac: Institute for Information Technologies, University of Kragujevac, 2021. str. 194-197 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Musulin, Jelena; Lorencin, Ivan; Meštrić, Hrvoje; Car, ZlatanIntelligent Automation System for Vessels Recognition: Comparison of SIFT and SURF Methods // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 28 (2021), 4; 1221-1226 doi:10.17559/TV-20200522115821 (međunarodna recenzija, članak, ostalo)
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19.Štifanić, Daniel; Musulin, Jelena; Jurilj, Zdravko; Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Vlahinić, Saša; Šušteršič, Tijana; Blagojević, Anđela; Filipović, Nenad; Car, ZlatanSemantic segmentation of chest X-ray images based on the severity of COVID-19 infected patients // EAI Endorsed Transactions on Bioengineering and Bioinformatics, 21 (2021), 3; e3, 8 doi:10.4108/eai.7-7-2021.170287 (međunarodna recenzija, članak, znanstveni)
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20.Mioč, Ana; Fabulić, Barbara; Musulin, Jelena; Štifanić, Daniel; Markova-Car, ElitzaInvestigation of the association between polymorphisms in the circadian CLOCK and NPAS2 genes and cancer by using methods of AI // Ri-STEM-2021 Proceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.).
Rijeka, 2021. str. 91-94 (poster, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
21.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Car, ZlatanMulticlass Classification of Oral Squamous Cell Carcinoma // Proceedings of the International Scientific Student Conference RI-STEM-2021 / Lorencin, Ivan ; Baressi Šegota, Sandi (ur.).
Rijeka, 2021. str. 7-11 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Sandi Baressi Šegota; Nikola Anđelić; Ivan Lorencin; Daniel Štifanić; Jelena Musulin; Zlatan CarZ4 HPC Cluster // Ri-STEM-2021 Preceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.).
Rijeka, 2021. str. 51-56 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Štifanić, Daniel; Musulin, Jelena; Vlahinić, Saša; Šušteršič, Tijana; Blagojević, Anđela; Car, ZlatanAutomated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models // EAI Endorsed Transactions on Bioengineering and Bioinformatics, 21 (2021), 3; e2, 9 doi:10.4108/eai.4-5-2021.169582 (međunarodna recenzija, članak, znanstveni)
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24.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Ćabov, Tomislav; Dekanić, Andrea; Car, ZlatanAn Enhanced Histopathology Analysis: An AI- Based System for Multiclass Grading of Oral Squamous Cell Carcinoma and Segmenting of Epithelial and Stromal Tissue // Cancers, 13 (2021), 8; 1-21 doi:10.3390/cancers13081784 (međunarodna recenzija, članak, znanstveni)
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25.Musulin, Jelena; Baressi Šegota, Sandi; Štifanić, Daniel; Lorencin, Ivan; Anđelić, Nikola; Šušteršič, Tijana; Blagojević, Anđela; Filipović, Nenad; Ćabov, Tomislav; Markova-Car, ElitzaApplication of artificial intelligence-based regression methods in the problem of COVID-19 spread prediction: a systematic review // International journal of environmental research and public health, 18 (2021), 8; 4287, 39 doi:10.3390/ijerph18084287 (međunarodna recenzija, pregledni rad, znanstveni)
