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Płotka, Szymon

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

Publications

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

Authors: Płotka, Szymon; Kaleta, Joanna; ...

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

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: Płotka, Szymon; Litka, Rafał; ...

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

TabAttention: Learning Attention Conditionally on Tabular Data
Printed Conference manuscript

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

Research groups: Medical Imaging and Robotics

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

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

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

Research groups: Medical Imaging and Robotics

Why is the winner the best?
Printed Conference manuscript

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics

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

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

Research groups: Medical Imaging and Robotics