Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits

Authors: Gazda, Matej, Kadoury, Samuel, Gazda, Jakub, Drotar, Peter

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.20981

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction

Authors: Gazda, Matej, Drotar, Peter, Romaguera, Liset Vazquez, Kadoury, Samuel

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-5 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Voice-Specific Augmentations for Parkinson’s Disease Detection Using Deep Convolutional Neural Network

Authors: Hires, Mate, Gazda, Matej, Vavrek, Lukas, Drotar, Peter

Source: 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) Applied Machine Intelligence and Informatics (SAMI), 2022 IEEE 20th Jubilee World Symposium on. :000213-000218 Mar, 2022

Relation: 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI)

Biomedical image analysis competitions: The state of current participation practice

Authors: Eisenmann, Matthias, Reinke, Annika, Weru, Vivienn, Tizabi, Minu Dietlinde, Isensee, Fabian, Adler, Tim J., Godau, Patrick, Cheplygina, Veronika, Kozubek, Michal, Ali, Sharib, Gupta, Anubha, Kybic, Jan, Noble, Alison, de Solórzano, Carlos Ortiz, Pachade, Samiksha, Petitjean, Caroline, Sage, Daniel, Wei, Donglai, Wilden, Elizabeth, Alapatt, Deepak, Andrearczyk, Vincent, Baid, Ujjwal, Bakas, Spyridon, Balu, Niranjan, Bano, Sophia, Bawa, Vivek Singh, Bernal, Jorge, Bodenstedt, Sebastian, Casella, Alessandro, Choi, Jinwook, Commowick, Olivier, Daum, Marie, Depeursinge, Adrien, Dorent, Reuben, Egger, Jan, Eichhorn, Hannah, Engelhardt, Sandy, Ganz, Melanie, Girard, Gabriel, Hansen, Lasse, Heinrich, Mattias, Heller, Nicholas, Hering, Alessa, Huaulmé, Arnaud, Kim, Hyunjeong, Landman, Bennett, Li, Hongwei Bran, Li, Jianning, Ma, Jun, Martel, Anne, Martín-Isla, Carlos, Menze, Bjoern, Nwoye, Chinedu Innocent, Oreiller, Valentin, Padoy, Nicolas, Pati, Sarthak, Payette, Kelly, Sudre, Carole, van Wijnen, Kimberlin, Vardazaryan, Armine, Vercauteren, Tom, Wagner, Martin, Wang, Chuanbo, Yap, Moi Hoon, Yu, Zeyun, Yuan, Chun, Zenk, Maximilian, Zia, Aneeq, Zimmerer, David, Bao, Rina, Choi, Chanyeol, Cohen, Andrew, Dzyubachyk, Oleh, Galdran, Adrian, Gan, Tianyuan, Guo, Tianqi, Gupta, Pradyumna, Haithami, Mahmood, Ho, Edward, Jang, Ikbeom, Li, Zhili, Luo, Zhengbo, Lux, Filip, Makrogiannis, Sokratis, Müller, Dominik, Oh, Young-tack, Pang, Subeen, Pape, Constantin, Polat, Gorkem, Reed, Charlotte Rosalie, Ryu, Kanghyun, Scherr, Tim, Thambawita, Vajira, Wang, Haoyu, Wang, Xinliang, Xu, Kele, Yeh, Hung, Yeo, Doyeob, Yuan, Yixuan, Zeng, Yan, Zhao, Xin, Abbing, Julian, Adam, Jannes, Adluru, Nagesh, Agethen, Niklas, Ahmed, Salman, Khalil, Yasmina Al, Alenyà, Mireia, Alhoniemi, Esa, An, Chengyang, Anwar, Talha, Arega, Tewodros Weldebirhan, Avisdris, Netanell, Aydogan, Dogu Baran, Bai, Yingbin, Calisto, Maria Baldeon, Basaran, Berke Doga, Beetz, Marcel, Bian, Cheng, Bian, Hao, Blansit, Kevin, Bloch, Louise, Bohnsack, Robert, Bosticardo, Sara, Breen, Jack, Brudfors, Mikael, Brüngel, Raphael, Cabezas, Mariano, Cacciola, Alberto, Chen, Zhiwei, Chen, Yucong, Chen, Daniel Tianming, Cho, Minjeong, Choi, Min-Kook, Xie, Chuantao Xie Chuantao, Cobzas, Dana, Cohen-Adad, Julien, Acero, Jorge Corral, Das, Sujit Kumar, de Oliveira, Marcela, Deng, Hanqiu, Dong, Guiming, Doorenbos, Lars, Efird, Cory, Escalera, Sergio, Fan, Di, Serj, Mehdi Fatan, Fenneteau, Alexandre, Fidon, Lucas, Filipiak, Patryk, Finzel, René, Freitas, Nuno R., Friedrich, Christoph M., Fulton, Mitchell, Gaida, Finn, Galati, Francesco, Galazis, Christoforos, Gan, Chang Hee, Gao, Zheyao, Gao, Shengbo, Gazda, Matej, Gerats, Beerend, Getty, Neil, Gibicar, Adam, Gifford, Ryan, Gohil, Sajan, Grammatikopoulou, Maria, Grzech, Daniel, Güley, Orhun, Günnemann, Timo, Guo, Chunxu, Guy, Sylvain, Ha, Heonjin, Han, Luyi, Han, Il Song, Hatamizadeh, Ali, He, Tian, Heo, Jimin, Hitziger, Sebastian, Hong, SeulGi, Hong, SeungBum, Huang, Rian, Huang, Ziyan, Huellebrand, Markus, Huschauer, Stephan, Hussain, Mustaffa, Inubushi, Tomoo, Polat, Ece Isik, Jafaritadi, Mojtaba, Jeong, SeongHun, Jian, Bailiang, Jiang, Yuanhong, Jiang, Zhifan, Jin, Yueming, Joshi, Smriti, Kadkhodamohammadi, Abdolrahim, Kamraoui, Reda Abdellah, Kang, Inha, Kang, Junghwa, Karimi, Davood, Khademi, April, Khan, Muhammad Irfan, Khan, Suleiman A., Khantwal, Rishab, Kim, Kwang-Ju, Kline, Timothy, Kondo, Satoshi, Kontio, Elina, Krenzer, Adrian, Kroviakov, Artem, Kuijf, Hugo, Kumar, Satyadwyoom, La Rosa, Francesco, Lad, Abhi, Lee, Doohee, Lee, Minho, Lena, Chiara, Li, Hao, Li, Ling, Li, Xingyu, Liao, Fuyuan, Liao, KuanLun, Oliveira, Arlindo Limede, Lin, Chaonan, Lin, Shan, Linardos, Akis, Linguraru, Marius George, Liu, Han, Liu, Tao, Liu, Di, Liu, Yanling, Lourenço-Silva, João, Lu, Jingpei, Lu, Jiangshan, Luengo, Imanol, Lund, Christina B., Luu, Huan Minh, Lv, Yi, Macar, Uzay, Maechler, Leon, L., Sina Mansour, Marshall, Kenji, Mazher, Moona, McKinley, Richard, Medela, Alfonso, Meissen, Felix, Meng, Mingyuan, Miller, Dylan, Mirjahanmardi, Seyed Hossein, Mishra, Arnab, Mitha, Samir, Mohy-ud-Din, Hassan, Mok, Tony Chi Wing, Murugesan, Gowtham Krishnan, Karthik, Enamundram Naga, Nalawade, Sahil, Nalepa, Jakub, Naser, Mohamed, Nateghi, Ramin, Naveed, Hammad, Nguyen, Quang-Minh, Quoc, Cuong Nguyen, Nichyporuk, Brennan, Oliveira, Bruno, Owen, David, Pal, Jimut Bahan, Pan, Junwen, Pan, Wentao, Pang, Winnie, Park, Bogyu, Pawar, Vivek, Pawar, Kamlesh, Peven, Michael, Philipp, Lena, Pieciak, Tomasz, Plotka, Szymon, Plutat, Marcel, Pourakpour, Fattaneh, Preložnik, Domen, Punithakumar, Kumaradevan, Qayyum, Abdul, Queirós, Sandro, Rahmim, Arman, Razavi, Salar, Ren, Jintao, Rezaei, Mina, Rico, Jonathan Adam, Rieu, ZunHyan, Rink, Markus, Roth, Johannes, Ruiz-Gonzalez, Yusely, Saeed, Numan, Saha, Anindo, Salem, Mostafa, Sanchez-Matilla, Ricardo, Schilling, Kurt, Shao, Wei, Shen, Zhiqiang, Shi, Ruize, Shi, Pengcheng, Sobotka, Daniel, Soulier, Théodore, Fadida, Bella Specktor, Stoyanov, Danail, Mun, Timothy Sum Hon, Sun, Xiaowu, Tao, Rong, Thaler, Franz, Théberge, Antoine, Thielke, Felix, Torres, Helena, Wahid, Kareem A., Wang, Jiacheng, Wang, YiFei, Wang, Wei, Wang, Xiong, Wen, Jianhui, Wen, Ning, Wodzinski, Marek, Wu, Ye, Xia, Fangfang, Xiang, Tianqi, Xiaofei, Chen, Xu, Lizhan, Xue, Tingting, Yang, Yuxuan, Yang, Lin, Yao, Kai, Yao, Huifeng, Yazdani, Amirsaeed, Yip, Michael, Yoo, Hwanseung, Yousefirizi, Fereshteh, Yu, Shunkai, Yu, Lei, Zamora, Jonathan, Zeineldin, Ramy Ashraf, Zeng, Dewen, Zhang, Jianpeng, Zhang, Bokai, Zhang, Jiapeng, Zhang, Fan, Zhang, Huahong, Zhao, Zhongchen, Zhao, Zixuan, Zhao, Jiachen, Zhao, Can, Zheng, Qingshuo, Zhi, Yuheng, Zhou, Ziqi, Zou, Baosheng, Maier-Hein, Klaus, Jäger, Paul F., Kopp-Schneider, Annette, Maier-Hein, Lena

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2212.08568

Self-supervised deep convolutional neural network for chest X-ray classification

Authors: Gazda, Matej, Gazda, Jakub, Plavka, Jan, Drotar, Peter

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2103.03055

Mixup Augmentation for Kidney and Kidney Tumor Segmentation
2nd international challenge on kidney and kidney tumor segmentation

Authors: Gazda, Matej, Bugata, Peter, Gazda, Jakub, Hubacek, David, Hresko, David Jozef, Drotar, Peter

Source: Lecture notes in computer science. 13168:90-97

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607479469&indx=1&recIds=ETOCCN607479469

Heterogeneous ensemble feature selection based on weighted Borda count

Authors: Drotar, Peter, Gazda, Matej, Gazda, Juraj

Source: 2017 9th International Conference on Information Technology and Electrical Engineering (ICITEE) Information Technology and Electrical Engineering (ICITEE), 2017 9th International Conference on. :1-4 Oct, 2017

Relation: 2017 9th International Conference on Information Technology and Electrical Engineering (ICITEE)

Treatment response to ursodeoxycholic acid in primary biliary cholangitis: A systematic review and meta-analysis

Authors: Gazda, Jakub, Drazilova, Sylvia, Gazda, Matej, Janicko, Martin, Koky, Tomas, Macej, Marian, Carbone, Marco, Jarcuska, Peter

Source: In Digestive and Liver Disease October 2023 55(10):1318-1327

Towards annotation-efficient segmentation via image-to-image translation

Authors: Vorontsov, Eugene, Molchanov, Pavlo, Gazda, Matej, Beckham, Christopher, Kautz, Jan, Kadoury, Samuel

Source: In Medical Image Analysis November 2022 82

Brief Overview of Neural Networks for Medical Applications

Authors: Hireš Máté, Bugata Peter, Gazda Matej, Hreško Dávid J., Kanász Róbert, Vavrek Lukáš, Drotár Peter

Source: Acta Electrotechnica et Informatica, Vol 22, Iss 2, Pp 34-44 (2022)

Subject Terms: neural network, convolutional neural network, image segmentation, ecg, u-net, lstm, medical imaging, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://doaj.org/toc/1338-3957

Access URL: https://doaj.org/article/30655320850449a1a6c0626c7e696dd5

Convolutional neural network ensemble for Parkinson's disease detection from voice recordings

Authors: Hireš, Máté, Gazda, Matej, Drotár, Peter, Pah, Nemuel Daniel, Motin, Mohammod Abdul, Kumar, Dinesh Kant

Source: In Computers in Biology and Medicine February 2022 141

Generalized eigenproblem of interval max-min (fuzzy) matrices

Authors: Plavka, Ján, Gazda, Matej

Source: In Fuzzy Sets and Systems 1 May 2021 410:27-44

Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson’s Disease Diagnosis From Offline Handwriting

Authors: Gazda, Matej, Hires, Mate, Drotar, Peter

Source: IEEE transactions on systems, man and cybernetics.Systems. 52(1):78-89

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100137159048.0x000001&indx=1&recIds=ETOCvdc_100137159048.0x000001

Ensemble feature selection using election methods and ranker clustering

Authors: Drotár, Peter, Gazda, Matej, Vokorokos, Liberios

Source: In Information Sciences April 2019 480:365-380

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Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson’s Disease Diagnosis From Offline Handwriting.

Authors: Gazda, Matej¹ (AUTHOR), Hires, Mate¹ (AUTHOR), Drotar, Peter¹ (AUTHOR) peter.drotar@tuke.sk

Source: IEEE Transactions on Systems, Man & Cybernetics. Systems. Jan2022, Vol. 52 Issue 1, p78-89. 12p.

Subject Terms: *Decision support systems, Convolutional neural networks, Parkinson's disease, Handwriting, Diagnosis, Signal convolution

BRIEF OVERVIEW OF NEURAL NETWORKS FOR MEDICAL APPLICATIONS.

Authors: HIREŠ, Máté¹, mate.hires@tuke.sk, BUGATA, Peter¹, peter.bugata@student.tuke.sk, GAZDA, Matej¹, matej.gazda@tuke.sk, HREŠKO, Dávid J.¹, david.jozef.hresko@tuke.sk, KAŃASZ, Róbert¹, robert.kanasz@student.tuke.sk, VAVREK, Lukáš¹, lukas.vavrek.3@student.tuke.sk, DROTÁR, Peter¹, peter.drotar@tuke.sk

Source: Acta Electrotechnica & Informatica; Jun2022, Vol. 22 Issue 2, p34-44, 11p

Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset.

Authors: Galaz, Zoltan¹, Drotar, Peter², Mekyska, Jiri¹, Gazda, Matej², Mucha, Jan¹, Zvoncak, Vojtech¹, Smekal, Zdenek¹, Faundez-Zanuy, Marcos³, Castrillon, Reinel^4,5, Orozco-Arroyave, Juan Rafael^4,6, Rapcsak, Steven⁷, Kincses, Tamas⁸, Brabenec, Lubos⁹, Rektorova, Irena^9,10, irena.rektorova@fnusa.cz

Source: Frontiers in Neuroinformatics; 5/30/2022, Vol. 16, p1-18, 18p

External Validation of UDCA Response Score in Slovak and Croatian Patients with Primary Biliary Cholangitis.

Authors: Gazda, Jakub, Janicko, Martin, Drazilova, Sylvia, Grgurevic, Ivica, Kanizaj, Tajana Filipec, Koller, Tomas, Bodorovska, Beatrica, Mijic, Maja, Mikolasevic, Ivana, Stromar, Ivana Knezevic, Kucinsky, Branislav, Gazda, Matej, Jarcuska, Peter

Source: Canadian Journal of Gastroenterology & Hepatology; 6/23/2021, p1-8, 8p

Artificial Intelligence and Its Application to Minimal Hepatic Encephalopathy Diagnosis.

Authors: Gazda, Jakub, Drotar, Peter, Drazilova, Sylvia, Gazda, Juraj, Gazda, Matej, Janicko, Martin, Jarcuska, Peter

Source: Journal of Personalized Medicine; Nov2021, Vol. 11 Issue 11, p1090-1090, 1p

Subject Terms: HEPATIC encephalopathy, ARTIFICIAL intelligence, SYMPTOMS, DIAGNOSIS, PSYCHOMETRICS