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Comparing the performance of statistical, machine learning, and deep learning algorithms to predict time-to-event: A simulation study for conversion to mild cognitive impairment
Billichová, Martina, Coan, Lauren Joyce, Czanner, Silvester, Kováčová, Monika, Sharifian, Fariba, Czanner, Gabriela
Published in PloS one (22.01.2024)
Published in PloS one (22.01.2024)
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Journal Article
Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection
Miao, Guanhong, Yu, Lei, Yang, Jingyun, Bennett, David A., Zhao, Jinying, Wu, Samuel S.
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Comparison of Selected Machine Learning Algorithms in the Analysis of Mental Health Indicators
Bieliński, Adrian, Rojek, Izabela, Mikołajewski, Dariusz
Published in Electronics (Basel) (01.11.2023)
Published in Electronics (Basel) (01.11.2023)
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Journal Article
Cost-Sensitive Boosting
Masnadi-Shirazi, H, Vasconcelos, N
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2011)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2011)
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Journal Article
Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model
Udriștoiu, Anca Loredana, Cazacu, Irina Mihaela, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Iacob, Andreea Valentina, Burtea, Daniela Elena, Ungureanu, Bogdan Silviu, Costache, Mădălin Ionuț, Constantin, Alina, Popescu, Carmen Florina, Udriștoiu, Ștefan, Săftoiu, Adrian
Published in PloS one (28.06.2021)
Published in PloS one (28.06.2021)
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Journal Article
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
Picon, Artzai, Irusta, Unai, Álvarez-Gila, Aitor, Aramendi, Elisabete, Alonso-Atienza, Felipe, Figuera, Carlos, Ayala, Unai, Garrote, Estibaliz, Wik, Lars, Kramer-Johansen, Jo, Eftestøl, Trygve
Published in PloS one (20.05.2019)
Published in PloS one (20.05.2019)
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Journal Article
Differential diagnosis of common etiologies of left ventricular hypertrophy using a hybrid CNN-LSTM model
Hwang, In-Chang, Choi, Dongjun, Choi, You-Jung, Ju, Lia, Kim, Myeongju, Hong, Ji-Eun, Lee, Hyun-Jung, Yoon, Yeonyee E., Park, Jun-Bean, Lee, Seung-Pyo, Kim, Hyung-Kwan, Kim, Yong-Jin, Cho, Goo-Yeong
Published in Scientific reports (05.12.2022)
Published in Scientific reports (05.12.2022)
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Journal Article
Classification of QRS complexes to detect Premature Ventricular Contraction using machine learning techniques
De Marco, Fabiola, Ferrucci, Filomena, Risi, Michele, Tortora, Genoveffa
Published in PloS one (18.08.2022)
Published in PloS one (18.08.2022)
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Journal Article
Identification of an early-stage Parkinson’s disease neuromarker using event-related potentials, brain network analytics and machine-learning
Hassin-Baer, Sharon, Cohen, Oren S., Israeli-Korn, Simon, Yahalom, Gilad, Benizri, Sandra, Sand, Daniel, Issachar, Gil, Geva, Amir B., Shani-Hershkovich, Revital, Peremen, Ziv
Published in PloS one (07.01.2022)
Published in PloS one (07.01.2022)
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Journal Article
Exploiting histopathological imaging for early detection of lung and colon cancer via ensemble deep learning model
Alotaibi, Moneerah, Alshardan, Amal, Maashi, Mashael, Asiri, Mashael M., Alotaibi, Sultan Refa, Yafoz, Ayman, Alsini, Raed, Khadidos, Alaa O.
Published in Scientific reports (03.09.2024)
Published in Scientific reports (03.09.2024)
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Journal Article