Computer-aided prostate cancer diagnosis from digitized histopathology: a review on texture-based systems C Mosquera-Lopez, S Agaian, A Velez-Hoyos, I Thompson IEEE reviews in biomedical engineering 8, 98-113, 2014 | 136 | 2014 |
An artificial intelligence decision support system for the management of type 1 diabetes NS Tyler, CM Mosquera-Lopez, LM Wilson, RH Dodier, DL Branigan, ... Nature metabolism 2 (7), 612-619, 2020 | 128 | 2020 |
Systems and methods for quantitative analysis of histopathology images using multiclassifier ensemble schemes S Agaian, CM Mosquera-Lopez, A Greenblatt US Patent 10,055,551, 2018 | 99 | 2018 |
Systems and methods for automated screening and prognosis of cancer from whole-slide biopsy images SS Agaian, CMM Lopez, A Almuntashri, R Metzler US Patent App. 14/347,912, 2014 | 93 | 2014 |
Quaternion neural networks applied to prostate cancer gleason grading A Greenblatt, C Mosquera-Lopez, S Agaian 2013 IEEE international conference on systems, man, and cybernetics, 1144-1149, 2013 | 53 | 2013 |
Predicting and preventing nocturnal hypoglycemia in type 1 diabetes using big data analytics and decision theoretic analysis C Mosquera-Lopez, R Dodier, NS Tyler, LM Wilson, J El Youssef, ... Diabetes technology & therapeutics 22 (11), 801-811, 2020 | 37 | 2020 |
Automated detection of real-world falls: Modeled from people with multiple sclerosis C Mosquera-Lopez, E Wan, M Shastry, J Folsom, J Leitschuh, J Condon, ... IEEE journal of biomedical and health informatics 25 (6), 1975-1984, 2020 | 34 | 2020 |
Exploration of efficacy of gland morphology and architectural features in prostate cancer gleason grading CM Lopez, S Agaian, I Sanchez, A Almuntashri, O Zinalabdin, A Al Rikabi, ... 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2012 | 30 | 2012 |
Systems and methods for automated screening and prognosis of cancer from whole-slide biopsy images SS Agaian, CMM Lopez, A Almuntashri, R Metzler US Patent 10,192,099, 2019 | 27 | 2019 |
Quantifying the impact of physical activity on future glucose trends using machine learning NS Tyler, C Mosquera-Lopez, GM Young, J El Youssef, JR Castle, ... Iscience 25 (3), 2022 | 26 | 2022 |
A new set of wavelet-and fractals-based features for Gleason grading of prostate cancer histopathology images CM Lopez, S Agaian Image Processing: Algorithms and Systems XI 8655, 423-434, 2013 | 26 | 2013 |
Iterative local color normalization using fuzzy image clustering C Mosquera-Lopez, S Agaian Mobile Multimedia/Image Processing, Security, and Applications 2013 8755 …, 2013 | 23 | 2013 |
Artificial intelligence and machine learning for improving glycemic control in diabetes: best practices, pitfalls and opportunities PG Jacobs, P Herrero, A Facchinetti, J Vehi, B Kovatchev, M Breton, ... IEEE reviews in biomedical engineering, 2023 | 21 | 2023 |
Incorporating glucose variability into glucose forecasting accuracy assessment using the new glucose variability impact index and the prediction consistency index: An LSTM case … C Mosquera-Lopez, PG Jacobs Journal of Diabetes Science and Technology 16 (1), 7-18, 2022 | 20 | 2022 |
Assessment of a decision support system for adults with type 1 diabetes on multiple daily insulin injections JR Castle, LM Wilson, NS Tyler, AZ Espinoza, CM Mosquera-Lopez, ... Diabetes Technology & Therapeutics 24 (12), 892-897, 2022 | 18 | 2022 |
Enabling fully automated insulin delivery through meal detection and size estimation using artificial intelligence C Mosquera-Lopez, LM Wilson, J El Youssef, W Hilts, J Leitschuh, ... NPJ digital medicine 6 (1), 39, 2023 | 17 | 2023 |
Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning C Mosquera-Lopez, KL Ramsey, V Roquemen-Echeverri, PG Jacobs Computers in Biology and Medicine 155, 106670, 2023 | 15 | 2023 |
Design and evaluation of a non-contact bed-mounted sensing device for automated in-home detection of obstructive sleep apnea: A pilot study C Mosquera-Lopez, J Leitschuh, J Condon, CC Hagen, ... Biosensors 9 (3), 90, 2019 | 15 | 2019 |
Integrating metabolic expenditure information from wearable fitness sensors into an AI-augmented automated insulin delivery system: a randomised clinical trial PG Jacobs, N Resalat, W Hilts, GM Young, J Leitschuh, J Pinsonault, ... The Lancet Digital Health 5 (9), e607-e617, 2023 | 12 | 2023 |
The development of a multi-stage learning scheme using new tissue descriptors for automatic grading of prostatic carcinoma C Mosquera-Lopez, S Agaian, A Velez-Hoyos 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 12 | 2014 |