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Pregled prema Projekat [101080905]
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| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
|---|---|---|---|---|
| 2024 | A Machine Learning Approach to Gene Expression in Hypertrophic Cardiomyopathy | Pavić, Jelena   ; Živanović, Marko ; Tanasković, Irena ; Pavić, Ognjen ; Stanković, Vesna ; Virijević, Katarina ; Mladenović, Tamara ; Košarić, Jelena ; Milićević, Bogdan ; Qamar, Safi Ur Rehman ;
Velicki, Lazar
; Novaković, Ivana ; Preveden, Andrej ; Popović, Dejana ; Tesić, Milorad ; Seman, Stefan; Filipović, Nenad ; | Article | 21aM21a |
| 2026 | A Modular Deep Learning Pipeline for Echocardiographic Video Classification of Heart Failure | Geroski, Tijana ; Bolhassani, Mahyar; Singam, Narayana S; Battisha, Ayman; Filipovic, Nenad ; Kalra, Dinesh; Amini, Amir A | Conference Paper | Mp. category will be shown later |
| 2023 | Application of In Silico Trials for the Investigation of Drug Effects on Cardiomyopathy-Diseased Heart Cycle Properties | Milosevic, Miljan ; Milicevic, Bogdan ; Simic, Vladimir ; Anic, Milos ; Kojic, Milos ; Jakovljevic, Djordje; Filipovic, Nenad | Article | 21M21 |
| 2025 | APPLICATION OF PAK SOFTWARE FOR THE CALCULATION OF vFFR IN CORONARY ARTERIES | Djukic, Tijana ; Pavić, Ognjen ; Dašić, Lazar ; Geroski, Tijana ; Filipovic, Nenad | Article | 22M22 |
| 2026 | Artificial Intelligence in Cardiac Surgery and Surgical Training: Opportunities, Risks, and Safeguards for Preserving Expertise | Velicki, Lazar; Milovancev, Aleksandra; Preveden, Andrej; Vuckovic, Jelena; Belopavlovic, Miodrag; Rodic, Milan; Filipovic, Nenad; Jakovljevic, Djordje | Reviews | 21M21 |
| 2025 | Cardiac Segmentation Using UNETR: A Transformer Based Deep Learning Approach on the ACDC Dataset | Geroski, Tijana ; Pavic, Ognjen ; Dasic, Lazar ; Amini, Amir; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | Clinical validation of an artificial intelligence-based decision support system for diagnosis and risk stratification of heart failure (STRATIFYHF): a protocol for a prospective, multicentre longitudinal study | Charman, Sarah Jane; ...; Preveden, Andrej ; ...; Velicki, Lazar ; Seferovic, Petar M ; Filipovic, Nenad ; (broj, koautora 32) | Article | 21M21 |
| 2024 | Development and clinical validation of an artificial intelligence-based decision support system for predicting risk, diagnosis, and progression of heart failure (STRATIFYHF): a study protocol | Charman, Sarah J; Okwose, Nduka C; Groenewegen, A; Tafelmeier, M; Banerjee, P; Fernandez, Oscar G; Zamorano, JL; Bravo, M Jimenez Blanco; Maier, Lars S; Olivotto, I;
Rutten, Frans H; Mant, Jonathan; Velicki, Lazar
; Seferovic, Petar M ; Jakovljevic, Djordje G; | Conference Paper | Mp. category will be shown later |
| 2025 | Development of Convolutional Neural Network for Classification of Heart Sounds Utilizing Mel-Frequency Cepstral Coefficients | Dašić, Lazar ; Tijana Geroski ; Pavić, Ognjen ; Filipović, Nenad | Book parts | Mp. category will be shown later |
| 2025 | Economic burden of heart failure in Europe: A systematic review of costs and cost-effectiveness | Darba, Josep; Ascanio, Meritxell; Rodriguez, Antonio; Charman, Sarah J; Okwose, Nduka Charles; Stefanetti, Renae J; Groenewegen, Amy; Del, Franco Annamaria; Tafelmeier, Maria; Preveden, Andrej ;
Fuller, Amy S; Bano, Fatima; Sinclair, David R; Edwards, Duncan; Nelissen, Anne P; Malitas, Petros N; Zisaki, Aikaterini; Bosnic, Zoran; Vracar, Petar; Fornaro, Alessandra; Barlocco, Fausto; Fotiadis, Dimitris; Banerjee, Prithwish; MacGowan, Guy A; Fernandez, Oscar; Zamorano, Jose Luis; Jimenez-blanco, Bravo Marta; Maier, Lars S; Olivotto, Iacopo; Milli, Massimo; Rutten, Frans H; Mant, Jonathan; Velicki, Lazar U
; Seferovic, Petar M ; Filipovic, Nenad ; Jakovljevic, Djordje G; STRATIFYHF, investigators; | Article | 21M21 |
| 2025 | Heart Modeling, Insilico Clinical Trials | Filipovic, Nenad ; Saveljic, Igor ; Geroski, Tijana ; Tomasevic, Smiljana ; Milosevic, Miljan ; Milicevic, Bogdan ; Prodanovic, Momcilo ; Mijailovic, Srboljub M; Kojic, Milos | Article | 22M22 |
| 2026 | Impact of chronic kidney disease on clinical, laboratory, and echocardiographic features in patients with heart failure | Preveden, A ; Milovancev, A ; Belopavlovic, M; Rodic, M; Vidovic, J; Okwose, N; Fuller, A; Bravo, M Jimenez Blanco; Stefanetti, R; Edwards, D;
Barlocco, Fausto; Maier, Lars S; Filipovic, N; Jakovljevic, DJ; Velicki, L;
| Conference Paper | Mp. category will be shown later |
| 2026 | Multi-Purpose Wearable Sensory Device for Heart Failure Diagnosis and Biomarker Measurement | Markovic, Nemanja; Geroski, Tijana; Pavic, Ognjen; Dasic, Lazar ; Jovanov, Emil S; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | OVERVIEW OF SURROGATE MODELING FOR HUXLEY-TYPE MUSCLE SIMULATIONS IN CARDIAC BIOMECHANICS | Milićević, Bogdan ; Ivanović, Miloš ; Stojanović, Boban ; Milošević, Miljan ; Kojić, Miloš ; Filipović, Nenad | Article | 22M22 |
| 2025 | Overview of the Integration of Genetic Algorithms and Reinforcement Learning Techniques | Milićević, Bogdan ; Milovanović, Vladimir ; Milošević, Miljan ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2026 | Recognizing Patterns of Emerging Chronic Obstructive Pulmonary Disease in Heart Failure Patients Through the Use of Machine Learning Techniques | Pavic, Ognjen; Dasic, Lazar ; Blagojevic, Andjela; Geroski, Tijana; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | RISK CLASSIFICATION FOR SUDDEN CARDIAC DEATH IN PATIENTS WITH HYPERTROPHIC CARDIOMYOPATHY BASED ON MACHINE LEARNING ALGORITHMS | Pavić, Ognjen ; Dašić, Lazar ; Geroski, Tijana ; Vasković Jovanović, Mina ; Filipović, Nenad | Article | 22M22 |
| 2026 | Sex differences in multimorbidity among patients with heart failure: a population-based cohort study | Fuller, Amy; Edwards, Duncan; Charman, Sarah J.; Okwose, Nduka C.; Bano, Fatima; Flis, Borut; Vračar, Petar; Bosnić, Zoran; Dobrić, Milan ; Bojić, Milovan ;
Macgowan, Guy A.; Banerjee, Prithwish; Seferović, Petar M.
; Mant, Jonathan; Jakovljević, Đorđe; | Conference Paper | Mp. category will be shown later |
| 2026 | Sex differences in vascular function among individuals with heart failure: a systematic review | Younas, Sara; Okwose, Nduka C; Fuller, Amy S; Stefanetti, Renae J; Charman, Sarah J; Bano, Fatima; Dobric, Milan R ; Bojic, Milovan; Seferovic, Petar M; Banerjee, Prithwish;
Jakovljevic, Djordje G;
| Reviews | 22M22 |
| 2026 | Sex-specific differences in vascular function in heart failure: a systematic review | Younas, Sara; Okwose, Nduka; Fuller, Ama; Stefanetti, Renae J.; Charman, Sarah J.; Bano, Fatima; Dobrić, Milan ; Seferović, Petar M. ; Jakovljević, Đorđe; Banerjee, Prithwish | Conference Paper | Mp. category will be shown later |