Daniel Kvak

11 papers Misc 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-Centre Validation of a Deep Learning Model for Scoliosis Assessment.
CoRR
Simon Kubov, Simon Klícník, Jakub Dandár, Zdenek Straka, Karolína Kvaková, Daniel Kvak
2024 — conf
Enhancing Diagnostic Accuracy in Fracture Identification on Musculoskeletal Radiographs Using Deep Learning: A Multi-Reader Retrospective Study.
MICAD
Jakub Dandár, Michaela Skodová, Zdenek Straka, Daniel Kvak, Marek Biros
2024 — conf
Evaluating the Performance of Deep Learning Model and Junior Radiologists in Reading Major Pathologies on Chest X-Rays: A Population-Based, Multi-reader Study.
MICAD
Jakub Dandár, Jirí Gerold, Jan Krístek, Zdenek Straka, Daniel Kvak, Marek Biros, Robert Hrubý
2023 J jnl
Can Deep Learning Reliably Recognize Abnormality Patterns on Chest X-rays? A Multi-Reader Study Examining One Month of AI Implementation in Everyday Radiology Clinical Practice.
CoRR
Daniel Kvak, Anna Chromcová, Petra Ovesná, Jakub Dandár, Marek Biros, Robert Hrubý, Daniel Dufek, Marija Pajdakovic
2023 — conf
Detecting Pulmonary Lesions in Low-Prevalence Real-World Settings Using Deep Learning.
MICAD
Daniel Kvak, Anna Chromcová, Petra Ovesná, Jakub Dandár, Marek Biros, Robert Hrubý, Daniel Dufek, Marija Pajdakovic
2023 Misc conf
FXAI: Fusing XAI for Predicting COVID-19 Using Diverse Chest X - Ray Images.
ISKE
Radhwan A. A. Saleh, Shawqi M. O. Farea, Zaid Al-Huda, H. Metin Ertunç, Daniel Kvak, Mugahed A. Al-antari
2022 J jnl
Leveraging Computer Vision Application in Visual Arts: A Case Study on the Use of Residual Neural Network to Classify and Analyze Baroque Paintings.
CoRR
Daniel Kvak
2022 — conf
Synthetic Data as a Tool to Combat Racial Bias in Medical AI: Utilizing Generative Models for Optimizing Early Detection of Melanoma in Fitzpatrick Skin Types IV-VI.
MICAD
Daniel Kvak, Eva Brezinová, Marek Biros, Robert Hrubý
2022 J jnl
Towards Clinical Practice: Design and Implementation of Convolutional Neural Network-Based Assistive Diagnosis System for COVID-19 Case Detection from Chest X-Ray Images.
CoRR
Daniel Kvak, Marian Bendik, Anna Chromcová
2022 J jnl
Towards Evaluation of Autonomously Generated Musical Compositions: A Comprehensive Survey.
CoRR
Daniel Kvak
2022 J jnl
Visualizing CoAtNet Predictions for Aiding Melanoma Detection.
CoRR
Daniel Kvak