Andrzej Rusiecki

32 papers B 3C 2Misc 2Journal 7Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Med-Agent: A Hybrid AI Agent for Multimodal Cancer Diagnosis. KES Wojciech Dabrowicki, Andrzej Rusiecki, Lukasz Jelen
2025	—	`conf`	Novel Deep Network Architecture for Multicell Segmentation of Pap Smear Images. CENTERIS/ProjMAN/HCist Betelhem Zewdu Wubineh, Krzysztof Halawa, Andrzej Rusiecki
2025	J	`jnl`	SE-DeepLabV3+: Cervical Cell Segmentation and Classification Using a Novel SE-Based DeepLabV3+ and Ensemble Method. IEEE Access Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2025	—	`conf`	Universal Deepfake Detection Across Various Image Generators Based on Data from Diffusion Models. ICCS (Workshops 3) Karolina Lecka, Andrzej Rusiecki
2025	—	`conf`	ViT-SE_Res: A Hybrid Vision Transformer and ResNet50V2 with Squeeze-And-Excitation Block for Cervical Cell Classification. ICCS (Workshops 2) Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024	—	`conf`	Cervical Cell Segmentation and Classification Using U-Net and Hybrid VGG19-AlexNet Architecture. ICT4DA Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024	J	`jnl`	Classification of cervical cells from the Pap smear image using the RES_DCGAN data augmentation and ResNet50V2 with self-attention architecture. Neural Comput. Appl. Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024	—	`conf`	DCGAN-based Cytology Image Augmentation for Cervical Cancer Cell Classification Using Transfer Learning. CENTERIS/ProjMAN/HCist Betelhem Zewdu Wubineh, Lukasz Jelen, Andrzej Rusiecki
2024	B	`conf`	Deep Learning Approach to Improve Image Super-Resolution with Aliasing. KES Jakub Kedzierski, Andrzej Rusiecki
2024	J	`jnl`	Segmentation and Classification Techniques for Pap Smear Images in Detecting Cervical Cancer: A Systematic Review. IEEE Access Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2024	—	`conf`	Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques. ICCS (4) Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa
2023	—	`conf`	Simple CNN as an alternative for large pretrained models for medical image classification - MedMNIST case study. CENTERIS/ProjMAN/HCist Maciej Wilhelmi, Andrzej Rusiecki
2022	J	`jnl`	End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning. IEEE J. Biomed. Health Informatics Cyprian Mataczynski, Agnieszka Kazimierska, Agnieszka Uryga, Malgorzata Burzynska, Andrzej Rusiecki, Magdalena Kasprowicz
2021	—	`conf`	Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients. EMBC Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczynski, Malgorzata Burzynska, Arkadiusz Ziólkowski, Andrzej Rusiecki, Magdalena Kasprowicz
2021	C	`conf`	Batch Normalization and Dropout Regularization in Training Deep Neural Networks with Label Noise. ISDA Andrzej Rusiecki
2021	B	`conf`	Swapping Face Images with Generative Neural Networks for Deepfake Technology - Experimental Study. KES Michal Zendran, Andrzej Rusiecki
2019	—	`conf`	Trimmed Robust Loss Function for Training Deep Neural Networks with Label Noise. ICAISC (1) Andrzej Rusiecki
2018	—	`conf`	Deep Neural Network for Whole Slide Vein Segmentation. CISIM Bartosz Miselis, Michal Kulus, Tomasz Jurek, Andrzej Rusiecki, Lukasz Jelen
2016	—	`conf`	Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks. DepCoS-RELCOMEX Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki
2016	J	`jnl`	Reducing noise impact on MLP training - Techniques and algorithms to provide noise-robustness in MLP network training. Soft Comput. Miroslaw Kordos, Andrzej Rusiecki
2015	—	`conf`	Noise reduction in regression tasks with distance, instance, attribute and density weighting. CYBCONF Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik
2014	—	`conf`	Training Neural Networks on Noisy Data. ICAISC (1) Andrzej Rusiecki, Miroslaw Kordos, Tomasz Kaminski, Krzysztof Gren
2014	C	`conf`	Weight Update Sequence in MLP Networks. IDEAL Miroslaw Kordos, Andrzej Rusiecki, Tomasz Kaminski, Krzysztof Gren
2013	—	`conf`	Improving MLP Neural Network Performance by Noise Reduction. TPNC Miroslaw Kordos, Andrzej Rusiecki
2013	J	`jnl`	Robust learning algorithm based on LTA estimator. Neurocomputing Andrzej Rusiecki
2013	—	`conf`	Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function. ICAISC (1) Andrzej Rusiecki
2012	J	`jnl`	Robust Learning Algorithm Based on Iterative Least Median of Squares. Neural Process. Lett. Andrzej Rusiecki
2012	—	`conf`	Robust Neural Network for Novelty Detection on Data Streams. ICAISC (1) Andrzej Rusiecki
2010	—	`conf`	Fast Robust Learning Algorithm Dedicated to LMLS Criterion. ICAISC (2) Andrzej Rusiecki
2009	—	`ch.`	Robust Learning Algorithm with LTS Error Function. Encyclopedia of Artificial Intelligence Andrzej Rusiecki
2008	Misc	`conf`	Robust MCD-Based Backpropagation Learning Algorithm. ICAISC Andrzej Rusiecki
2007	Misc	`conf`	Robust LTS Backpropagation Learning Algorithm. IWANN Andrzej Rusiecki