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Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

IEEE transactions on medical imaging, 2020-04, Vol.39 (4), p.1184-1194

2020

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Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits

Journal of chemical information and modeling, 2021-07, Vol.61 (7), p.3273-3284

2021

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Generative Models Should at Least Be Able to Design Molecules That Dock Well: A New Benchmark

Journal of chemical information and modeling, 2023-06, Vol.63 (11), p.3238-3247

2023

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RetroGNN: Fast Estimation of Synthesizability for Virtual Screening and De Novo Design by Learning from Slow Retrosynthesis Software

Journal of chemical information and modeling, 2022-05, Vol.62 (10), p.2293-2300

2022

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Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening

Journal of chemical information and modeling, 2020-09, Vol.60 (9), p.4246-4262

2020

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An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

NPJ digital medicine, 2021-05, Vol.4 (1), p.80-80, Article 80

2021

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Development of New Methods Needs Proper EvaluationBenchmarking Sets for Machine Learning Experiments for Class A GPCRs

Journal of chemical information and modeling, 2019-12, Vol.59 (12), p.4974-4992

2019

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Differences between human and machine perception in medical diagnosis

Scientific reports, 2022-04, Vol.12 (1), p.6877-6877, Article 6877

2022

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Relative molecule self-attention transformer

Journal of cheminformatics, 2024-01, Vol.16 (1), p.3-3, Article 3

2024

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An efficient deep neural network to classify large 3D images with small objects

IEEE transactions on medical imaging, 2024-01, Vol.43 (1), p.1-1

2024

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Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio

Artificial Neural Networks and Machine Learning – ICANN 2018, p.392-402

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Three-dimensional descriptors for aminergic GPCRs: dependence on docking conformation and crystal structure

Molecular diversity, 2019-08, Vol.23 (3), p.603-613

2019

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Quo vadis G protein-coupled receptor ligands? A tool for analysis of the emergence of new groups of compounds over time

Bioorganic & medicinal chemistry letters, 2017-02, Vol.27 (3), p.626-631

2017

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Non-linear ICA Based on Cramer-Wold Metric

Neural Information Processing, p.294-305

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Osprey: Hyperparameter Optimization for Machine Learning

Journal of open source software, 2016-09, Vol.1 (5), p.34

2016

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Problemy ochrony gleby jako komponentu srodowiska

Przegląd geograficzny, 1974, Vol.46 (4), p.719-733

Jastrzebski, S

1974

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Variable electro-optic shearing interferometry for ultrafast single-photon-level pulse characterization

Optics express, 2022-10, Vol.30 (22), p.39826-39839

2022

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Vision Transformer in stenosis detection of coronary arteries

Expert systems with applications, 2023-10, Vol.228, p.120234, Article 120234

2023

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Experimental Implementation of the Optical Fractional Fourier Transform in the Time-Frequency Domain

Physical review letters, 2023-06, Vol.130 (24), p.240801-240801, Article 240801

2023

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Spectrum-to-position mapping via programmable spatial dispersion implemented in an optical quantum memory

Physical review. A, 2024-01, Vol.109 (1), Article 012418

2024

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Slipknotted and unknotted monovalent cation-proton antiporters evolved from a common ancestor

PLoS computational biology, 2021-10, Vol.17 (10), p.e1009502-e1009502

2021

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The eastern part of the Saxothuringian Terrane characterized by zircon and monazite data from the Doboszowice Metamorphic Complex in the Sudetes (SW Poland)

Annales Societatis Geologorum Poloniae, 2023

2023

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Polish consensus on gastric cancer diagnosis and treatment – update 2022

Nowotwory, 2022-10, Vol.72 (5), p.334-341

2022

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Polish Consensus on Gastric Cancer Diagnosis and Treatment – Update 2022

Polski przeglád chirurgiczny, 2022-06, Vol.94 (4), p.1-5

2022

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Deep Learning for Automatic Detection of Qualitative Features of Lecturing

Artificial Intelligence in Education, p.698-703

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Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits

Generative Models Should at Least Be Able to Design Molecules That Dock Well: A New Benchmark

RetroGNN: Fast Estimation of Synthesizability for Virtual Screening and De Novo Design by Learning from Slow Retrosynthesis Software

Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

Development of New Methods Needs Proper EvaluationBenchmarking Sets for Machine Learning Experiments for Class A GPCRs

Differences between human and machine perception in medical diagnosis

Relative molecule self-attention transformer

An efficient deep neural network to classify large 3D images with small objects

Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio

Three-dimensional descriptors for aminergic GPCRs: dependence on docking conformation and crystal structure

Quo vadis G protein-coupled receptor ligands? A tool for analysis of the emergence of new groups of compounds over time

Non-linear ICA Based on Cramer-Wold Metric

Osprey: Hyperparameter Optimization for Machine Learning

Problemy ochrony gleby jako komponentu srodowiska

Variable electro-optic shearing interferometry for ultrafast single-photon-level pulse characterization

Vision Transformer in stenosis detection of coronary arteries

Experimental Implementation of the Optical Fractional Fourier Transform in the Time-Frequency Domain

Spectrum-to-position mapping via programmable spatial dispersion implemented in an optical quantum memory

Slipknotted and unknotted monovalent cation-proton antiporters evolved from a common ancestor

The eastern part of the Saxothuringian Terrane characterized by zircon and monazite data from the Doboszowice Metamorphic Complex in the Sudetes (SW Poland)

Polish consensus on gastric cancer diagnosis and treatment – update 2022

Polish Consensus on Gastric Cancer Diagnosis and Treatment – Update 2022

Deep Learning for Automatic Detection of Qualitative Features of Lecturing

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