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Szymon Płotka

Type: Person
First name: Szymon
Last name: Płotka
Publications count: 23

Publications

Affordable Virtual Reality Simulation for Robotic Surgery: Preliminary Usability and Educational Evaluation
Printed Conference abstract

Authors: Mateusz Wójcikowski, Diego Dall’Alba, Sabina Martyniak, Szymon Płotka, Renata Szydlak, Piotr Walecki, Andrzej A. Kononowicz, Przemysław Korzeniowski

Research groups: Scientific Programmers, Medical Imaging and Robotics

Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge
Submitted Journal article

Authors: Szymon Płotka, Rafał Litka, ...

Research groups: Medical Imaging and Robotics

Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning
Printed Journal article

Authors: Szymon Płotka, Karol Pustelnik, Paula Szenejko, Kinga Żebrowska, Iga Rzucidło-Szymańska, Natalia Szymecka-Samaha, Tomasz Łęgowik, Katarzyna Kosińska-Kaczyńska, Przemysław Korzeniowski, Piotr Biliński, Asma Khalil, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning
Printed Journal article

Authors: Szymon Płotka, Karol Pustelnik, Paula Szenejko, Kinga Żebrowska, Iga Rzucidło-Szymańska, Natalia Szymecka-Samaha, Tomasz Łęgowik, Katarzyna Kosińska-Kaczyńska, Przemysław Korzeniowski, Piotr Biliński, Asma Khalil, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara. I. Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation
Printed Conference manuscript

Authors: Tomasz Szczepański, Szymon Płotka, Michal K. Grzeszczyk, Przemysław Korzeniowski, ...

Research groups: Medical Imaging and Robotics

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery
Printed Journal article

Authors: Szymon Płotka, Joanna Kaleta, ...

Research groups: Medical Imaging and Robotics

Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome
Printed Journal article

Authors: Szymon Płotka, Tomasz Szczepański, Paula Szenejko, Przemysław Korzeniowski, Jesús Rodriguez Calvo, Asma Khalil, Alireza Shamshirsaz, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I. Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models
Printed Conference manuscript

Authors: Sabina Martyniak, Joanna Kaleta, Diego Dall’Alba, Michał Naskręt, Szymon Płotka, Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics

Let Me DeCode You: Decoder Conditioning with Tabular Data
Printed Conference manuscript

Authors: Tomasz Szczepański, Michal K. Grzeszczyk, Szymon Płotka, Przemysław Korzeniowski, ...

Research groups: Medical Imaging and Robotics

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results
Printed Journal article

Authors: Kelly Payette, Céline Steger, Roxane Licandro, Priscille de Dumast, Hongwei Bran Li, Matthew Barkovich, Liu Li, Maik Dannecker, Chen Chen, Cheng Ouyang, Niccolò McConnell, Alina Miron, Yongmin Li, Alena Uus, Irina Grigorescu, Paula Ramirez Gilliland, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Haoyu Wang, Ziyan Huang, Jin Ye, Mireia Alenyà, Valentin Comte, Oscar Camara, Jean-Baptiste Masson, Astrid Nilsson, Charlotte Godard, Moona Mazher, Abdul Qayyum, Yibo Gao, Hangqi Zhou, Shangqi Gao, Jia Fu, Guiming Dong, Guotai Wang, ZunHyan Rieu, HyeonSik Yang, Minwoo Lee, Szymon Płotka, Michal K. Grzeszczyk, Arkadiusz Sitek, Luisa Vargas Daza, Santiago Usma, Pablo Arbelaez, Wenying Lu, Wenhao Zhang, Jing Liang, Romain Valabregue, Anand A. Joshi, Krishna N. Nayak, Richard M. Leahy, Luca Wilhelmi, Aline Dändliker, Hui Ji, Antonio G. Gennari, Anton Jakovčić, Melita Klaić, Ana Adžić, Pavel Marković, Gracia Grabarić, Gregor Kasprian, Gregor Dovjak, Milan Rados, Lana Vasung, Meritxell Bach Cuadra, Andras Jakab

Research groups: Medical Imaging and Robotics

Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome
Printed Journal article

Authors: Szymon Płotka, Tomasz Szczepański, Paula Szenejko, Przemysław Korzeniowski, Jesús Rodriguez Calvo, Asma Khalil, Alireza Shamshirsaz, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I. Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

BabyNet++: Fetal Birth Weight Prediction using Biometry Multimodal Data Acquired Less Than 24 Hours Before Delivery
Printed Journal article

Authors: Szymon Płotka, Michal K. Grzeszczyk, Robert Brawura-Biskupski-Samaha, Paweł Gutaj, Michał Lipa, Tomasz Trzciński, Ivana Išgum, Clara I. Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Minimal data requirement for realistic endoscopic image generation with Stable Diffusion
Printed Journal article

Authors: Joanna Kaleta, Diego Dall’Alba, Szymon Płotka, Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics

TabAttention: Learning Attention Conditionally on Tabular Data
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Szymon Płotka, Beata Rebizant, Katarzyna Kosińska-Kaczyńska, Michał Lipa, Robert Brawura-Biskupski-Samaha, Przemysław Korzeniowski, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Why is the winner the best?
Printed Conference manuscript

Authors: Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldřich Kodym, Michal Kozubek, Jianning Li, Hongwei Li, Jun Ma, Carlos Martín-Isla, Bjoern Menze, Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patiño, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin van Wijnen, Martin Wagner, Donglai Wei, Amine Yamlahi, Moi Hoon Yap, Chun Yuan, Maximilian Zenk, Aneeq Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, Jihoon Cho, Chanyeol Choi, Qi Dou, Ivan Ezhov, Christoph M. Friedrich, Clifton Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García Faura, Maria Grammatikopoulou, SeulGi Hong, Mostafa Jahanifar, Ikbeom Jang, Abdolrahim Kadkhodamohammadi, Inha Kang, Florian Kofler, Satoshi Kondo, Hugo Kuijf, Mingxing Li, Minh Huan Luu, Tomaž Martinčič, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, Subeen Pang, Jinah Park, Sung-Hong Park, Szymon Płotka, Elodie Puybareau, Nasir Rajpoot, Kanghyun Ryu, Numan Saeed, ...

Research groups: Medical Imaging and Robotics

Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns
Printed Journal article

Authors: Arkadiusz Sitek, Joanna Seliga-Siwecka, Szymon Płotka, Michal K. Grzeszczyk, Szymon Seliga, Krzysztof Włodarczyk, Renata Bokiniec

Research groups: Medical Imaging and Robotics

BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video
Printed Conference manuscript

Authors: Szymon Płotka, Michal K. Grzeszczyk, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Deep learning fetal ultrasound video model match human observers in biometric measurements
Printed Journal article

Authors: Szymon Płotka, Adam Klasa, Aneta Lisowska, Joanna Seliga-Siwecka, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Szymon Płotka, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection
Printed Conference manuscript

Authors: Tomasz Szczepański, Arkadiusz Sitek, Tomasz Trzciński, Szymon Płotka

Research groups: Medical Imaging and Robotics

Virtual Reality Simulator for Fetoscopic Spina Bifida Repair Surgery
Printed Conference manuscript

Authors: Przemysław Korzeniowski, Szymon Płotka, R. Brawura-Biskupski-Samaha, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

FetalNet: Multi-Task Deep Learning Framework for Fetal Ultrasound Biometric Measurements
Printed Conference manuscript

Authors: Szymon Płotka, Tomasz Wlodarczyk, Adam Klasa, Michał Lipa, Arkadiusz Sitek, Tomasz Trzciński

Research groups: Medical Imaging and Robotics