Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides
Gertych, Arkadiusz, Swiderska-Chadaj, Zaneta, Ma, Zhaoxuan, Ing, Nathan, Markiewicz, Tomasz, Cierniak, Szczepan, Salemi, Hootan, Guzman, Samuel, Walts, Ann E, Knudsen, Beatrice S
Published in Scientific reports (06.02.2019)
Published in Scientific reports (06.02.2019)
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Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network
Acharya, U. Rajendra, Fujita, Hamido, Oh, Shu Lih, Raghavendra, U., Tan, Jen Hong, Adam, Muhammad, Gertych, Arkadiusz, Hagiwara, Yuki
Published in Future generation computer systems (01.02.2018)
Published in Future generation computer systems (01.02.2018)
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Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images
Li, Wenyuan, Li, Jiayun, Sarma, Karthik V., Ho, King Chung, Shen, Shiwen, Knudsen, Beatrice S., Gertych, Arkadiusz, Arnold, Corey W.
Published in IEEE transactions on medical imaging (01.04.2019)
Published in IEEE transactions on medical imaging (01.04.2019)
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Journal Article
Substrate-Induced Variances in Morphological and Structural Properties of MoS2 Grown by Chemical Vapor Deposition on Epitaxial Graphene and SiO2
Sitek, Jakub, Plocharski, Janusz, Pasternak, Iwona, Gertych, Arkadiusz P, McAleese, Clifford, Conran, Ben R, Zdrojek, Mariusz, Strupinski, Wlodek
Published in ACS applied materials & interfaces (07.10.2020)
Published in ACS applied materials & interfaces (07.10.2020)
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Receptor-interacting protein kinase 2 (RIPK2) stabilizes c-Myc and is a therapeutic target in prostate cancer metastasis
Yan, Yiwu, Zhou, Bo, Qian, Chen, Vasquez, Alex, Kamra, Mohini, Chatterjee, Avradip, Lee, Yeon-Joo, Yuan, Xiaopu, Ellis, Leigh, Di Vizio, Dolores, Posadas, Edwin M, Kyprianou, Natasha, Knudsen, Beatrice S, Shah, Kavita, Murali, Ramachandran, Gertych, Arkadiusz, You, Sungyong, Freeman, Michael R, Yang, Wei
Published in Nature communications (03.02.2022)
Published in Nature communications (03.02.2022)
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Journal Article
Time Dependence of Photocurrent in Chemical Vapor Deposition MoS2 MonolayerIntrinsic Properties and Environmental Effects
Czerniak-Łosiewicz, Karolina, Gertych, Arkadiusz P, Świniarski, Michał, Judek, Jarosław, Zdrojek, Mariusz
Published in Journal of physical chemistry. C (27.08.2020)
Published in Journal of physical chemistry. C (27.08.2020)
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Journal Article
Contact Resistance Engineering in WS2‑Based FET with MoS2 Under-Contact Interlayer: A Statistical Approach
Giza, Małgorzata, Świniarski, Michał, Gertych, Arkadiusz P., Czerniak-Łosiewicz, Karolina, Rogala, Maciej, Kowalczyk, Paweł J., Zdrojek, Mariusz
Published in ACS applied materials & interfaces (11.09.2024)
Published in ACS applied materials & interfaces (11.09.2024)
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High accuracy determination of the thermal properties of supported 2D materials
Judek, Jarosław, Gertych, Arkadiusz P, Świniarski, Michał, Łapińska, Anna, Dużyńska, Anna, Zdrojek, Mariusz
Published in Scientific reports (16.07.2015)
Published in Scientific reports (16.07.2015)
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Journal Article
A whole slide image-based machine learning approach to predict ductal carcinoma in situ (DCIS) recurrence risk
Klimov, Sergey, Miligy, Islam M, Gertych, Arkadiusz, Jiang, Yi, Toss, Michael S, Rida, Padmashree, Ellis, Ian O, Green, Andrew, Krishnamurti, Uma, Rakha, Emad A, Aneja, Ritu
Published in Breast cancer research : BCR (29.07.2019)
Published in Breast cancer research : BCR (29.07.2019)
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Phonon and Thermal Properties of Thin Films Made from WS2 Mono- and Few-Layer Flakes
Gertych, Arkadiusz P, Czerniak-Łosiewicz, Karolina, Łapińska, Anna, Świniarski, Michał, Ojrzyńska, Milena, Judek, Jarosław, Zdrojek, Mariusz
Published in Journal of physical chemistry. C (08.07.2021)
Published in Journal of physical chemistry. C (08.07.2021)
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Journal Article
Unraveling the Mechanism of the 150-Fold Photocurrent Enhancement in Plasma-Treated 2D TMDs
Czerniak-Łosiewicz, Karolina, Świniarski, Michał, Gertych, Arkadiusz P., Giza, Małgorzata, Maj, Zofia, Rogala, Maciej, Kowalczyk, Paweł J., Zdrojek, Mariusz
Published in ACS applied materials & interfaces (27.07.2022)
Published in ACS applied materials & interfaces (27.07.2022)
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Journal Article
Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization
Wojciuk, Mikolaj, Swiderska-Chadaj, Zaneta, Siwek, Krzysztof, Gertych, Arkadiusz
Published in Heliyon (15.03.2024)
Published in Heliyon (15.03.2024)
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Journal Article
Automated Detection of Sleep Stages Using Deep Learning Techniques: A Systematic Review of the Last Decade (2010–2020)
Loh, Hui Wen, Ooi, Chui Ping, Vicnesh, Jahmunah, Oh, Shu Lih, Faust, Oliver, Gertych, Arkadiusz, Acharya, U. Rajendra
Published in Applied sciences (01.12.2020)
Published in Applied sciences (01.12.2020)
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Journal Article
Thermal properties of thin films made from MoS2 nanoflakes and probed via statistical optothermal Raman method
Gertych, Arkadiusz P., Łapińska, Anna, Czerniak-Łosiewicz, Karolina, Dużyńska, Anna, Zdrojek, Mariusz, Judek, Jarosław
Published in Scientific reports (16.09.2019)
Published in Scientific reports (16.09.2019)
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Journal Article
Machine learning approaches to analyze histological images of tissues from radical prostatectomies
Gertych, Arkadiusz, Ing, Nathan, Ma, Zhaoxuan, Fuchs, Thomas J, Salman, Sadri, Mohanty, Sambit, Bhele, Sanica, Velásquez-Vacca, Adriana, Amin, Mahul B, Knudsen, Beatrice S
Published in Computerized medical imaging and graphics (01.12.2015)
Published in Computerized medical imaging and graphics (01.12.2015)
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Characterization of Finite-Width Ground Coplanar Waveguides on High Resistivity Silicon With Ultralow Metallization Thickness
Judek, Jaroslaw, Gertych, Arkadiusz P., Swiniarski, Michal, Zdrojek, Mariusz, Krupka, Jerzy, Piotrowski, Jerzy K.
Published in IEEE transactions on microwave theory and techniques (01.12.2017)
Published in IEEE transactions on microwave theory and techniques (01.12.2017)
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