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Andonie, Raphael R.; Wimmer, Wilhelm; Wildhaber, Reto A; Caversaccio, Marco; Weder, Stefan (2023). Real-Time Feature Extraction From Electrocochleography With Impedance Measurements During Cochlear Implantation Using Linear State-Space Models. IEEE transactions on bio-medical engineering, 70(11), pp. 3137-3146. Institute of Electrical and Electronics Engineers 10.1109/TBME.2023.3276993
Wang, Min; Cui, Bixiao; Shan, Yi; Yang, Hongwei; Yan, Zhuangzhi; Sundar, Lalith Kumar Shiyam; Alberts, Ian; Rominger, Axel; Wendler, Thomas; Shi, Kuangyu; Ma, Yan; Jiang, Jiehui; Lu, Jie (2022). Non-Invasive Glucose Metabolism Quantification Method Based on Unilateral ICA Image Derived Input Function by Hybrid PET/MR in Ischemic Cerebrovascular Disease. IEEE journal of biomedical and health informatics, 26(10), pp. 5122-5129. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2022.3193190
Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas (2021). An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection. IEEE journal of biomedical and health informatics, 25(4), pp. 935-946. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2020.3022211
Eugster, Manuela; Zoller, Esther I; Krenn, Philipp; Blache, Sandra; Friederich, Niklaus F; Muller-Gerbl, Magdalena; Cattin, Philippe C; Rauter, Georg (2021). Quantitative Evaluation of the Thickness of the Available Manipulation Volume Inside the Knee Joint Capsule for Minimally Invasive Robotic Unicondylar Knee Arthroplasty. IEEE transactions on bio-medical engineering, 68(8), pp. 2412-2422. Institute of Electrical and Electronics Engineers 10.1109/TBME.2020.3041512
Burrello, Alessio; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas (2020). Hyperdimensional Computing with Local Binary Patterns: One-shot Learning for Seizure Onset Detection and Identification of Ictogenic Brain Regions from Short-time iEEG Recordings. IEEE transactions on bio-medical engineering, 67(2), pp. 601-613. Institute of Electrical and Electronics Engineers 10.1109/TBME.2019.2919137
Haeberlin, Andreas; Rösch, Yannick; Tholl, Maximilien Victor; Gugler, Yvan; Okle, Jan; Heinisch, Paul Philipp; Reichlin, Tobias; Burger, Jürgen; Zurbuchen, Adrian (2020). Intracardiac turbines suitable for catheter-based implantation - an approach to power battery- and leadless cardiac pacemakers? IEEE transactions on bio-medical engineering, 67(4), pp. 1159-1166. Institute of Electrical and Electronics Engineers 10.1109/TBME.2019.2932028
Lu, Ya; Stathopoulou, Thomai; Vasiloglou, Maria F.; Christodoulidis, Stergios; Stanga, Zeno; Mougiakakou, Stavroula (2020). An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients. IEEE transactions on multimedia, 2019, pp. 5696-5699. Institute of Electrical and Electronics Engineers 10.1109/TMM.2020.2993948
Hu, Xiaobin; Guo, Rui; Chen, Jieneng; Li, Hongwei; Waldmannstetter, Diana; Zhao, Yu; Li, Biao; Shi, Kuangyu; Menze, Bjoern (2020). Coarse-to-Fine Adversarial Networks and Zone-Based Uncertainty Analysis for NK/T-Cell Lymphoma Segmentation in CT/PET Images. IEEE journal of biomedical and health informatics, 24(9), pp. 2599-2608. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2020.2972694
Anthimopoulos, Marios; Christodoulidis, Stergios; Ebner, Lukas; Geiser, Thomas; Christe, Andreas; Mougiakakou, Stavroula Georgia (2019). Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks. IEEE journal of biomedical and health informatics, 23(2), pp. 714-722. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2018.2818620
Sun, Qingnan; Jankovic, Marko; Budzinski, João; Moore, Brett; Diem, Peter; Stettler, Christoph; Mougiakakou, Stavroula (2019). A dual mode adaptive basal-bolus advisor based on reinforcement learning. IEEE journal of biomedical and health informatics, 23(6), pp. 2633-2641. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2018.2887067
Sun, Qingnan; Jankovic, Marko; Bally, Lia; Mougiakakou, Stavroula Georgia (2018). Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural Network (In Press). In: 2018 14th IEEE Symposium on Neural Networks and Applications (NEUREL) - IEEE Neurel2018. Institute of Electrical and Electronics Engineers
Sun, Qingnan; Jankovic, Marko; Mougiakakou, Stavroula (20 November 2018). Impact of Errors in Carbohydrate Estimation on Control of Blood Glucose in Type 1 Diabetes (In Press). In: 2018 14th IEEE Symposium on Neural Networks and Applications (NEUREL) - IEEE Neurel2018. Institute of Electrical and Electronics Engineers
Christodoulidis, Stergios; Anthimopoulos, Marios; Ebner, Lukas; Christe, Andreas; Mougiakakou, Stavroula (2017). Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis. IEEE journal of biomedical and health informatics, 21(1), pp. 76-84. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2016.2636929
Dehais, Joachim Blaise; Anthimopoulos, Marios; Shevchik, Sergey; Mougiakakou, Stavroula (2017). Two-view 3D Reconstruction for Food Volume Estimation. IEEE transactions on multimedia, 19(5), pp. 1090-1099. Institute of Electrical and Electronics Engineers 10.1109/TMM.2016.2642792
Kyathanahally, Sreenath Pruthviraj; Franco-Watkins, Ana; Zhang, Xiaoxia; Calhoun, Vince; Deshpande, Gopikrishna (2017). A realistic framework for investigating decision-making in the brain with high spatio-temporal resolution using simultaneous EEG/fMRI and joint ICA. IEEE journal of biomedical and health informatics, 21(3), pp. 814-825. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2016.2590434
Hoogendoorn, Mark; Berger, Thomas; Schulz, Ava; Stolz, Timo; Szolovits, Peter (2017). Predicting Social Anxiety Treatment Outcome based on Therapeutic Email Conversations. IEEE journal of biomedical and health informatics, PP(99), pp. 1-11. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2016.2601123
Pfiffner, Flurin; Prochazka, Lukas; Peus, Dominik; Dobrev, Ivo; Dalbert, Adrian; Sim, Jae Hoon; Kesterke, Rahel; Walraevens, Joris; Paris, Francesca; Roosli, Christof; Obrist, Dominik; Huber, A M (2017). A MEMS Condenser Microphone-Based Intracochlear Acoustic Receiver. IEEE transactions on bio-medical engineering, 64(10), pp. 2431-2438. Institute of Electrical and Electronics Engineers 10.1109/TBME.2016.2640447
Mougiakakou, Stavroula; Farinella, Giovanni; Yanai, Keiji; Sazonov, Edward (2017). Guest Editorial Nutrition Informatics: From Food Monitoring to Dietary Management. IEEE journal of biomedical and health informatics, 21(3), pp. 585-587. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2017.2694938
Garcia Garcia, Fernando; Metaxa, Eleni; Christodoulidis, Stergios; Anthimopoulos, Marios; Kontopodis, Nikolaos; Correa-Londoño, Martina; Wyss, Thomas; Papacharilaou, Yiannis; Ioannou, Christos; von Tengg-Kobligk, Hendrik; Mougiakakou, Stavroula Georgia (2017). Prognosis of abdominal aortic aneurysms: A machine learning-enabled approach merging clinical, morphometric, biomechanical and texture information. In: 30th IEEE International Symposium on Computer-Based Medical Systems - IEEE CBMS 2017 (pp. 463-468). Institute of Electrical and Electronics Engineers 10.1109/CBMS.2017.158
Bourtsoulatze, Eirina; Thomos, Nikolaos; Saltarin de Arco, Jonnahtan Eduardo; Braun, Torsten (2017). Content-Aware Delivery of Scalable Video in Network Coding Enabled Named Data Networks. IEEE transactions on multimedia, 20(6), pp. 1561-1575. Institute of Electrical and Electronics Engineers 10.1109/TMM.2017.2767778
Hochbaum, Dorit S.; Baumann, Philipp (2016). Sparse computation for large-scale data mining. IEEE Transactions on Big Data, 2(2), pp. 151-174. Institute of Electrical and Electronics Engineers 10.1109/TBDATA.2016.2576470
Sakellarios, Antonis; Räber, Lorenz; Bourantas, Christos; Exarchos, Themis; Athanasiou, Lambros; Pelosi, Gualtiero; Parodi, Oberdan; Koskinas, Konstantinos; Naka, Katerina; Michalis, Lampros; Serruys, Patrick Wjc; Garcia-Garcia, Hector; Windecker, Stephan; Fotiadis, Dimitrios (2016). Prediction of Atherosclerotic Plaque Development in an in Vivo Coronary Arterial Segment Based on a Multi-level Modeling Approach. IEEE transactions on bio-medical engineering, 64(8), pp. 1721-1730. Institute of Electrical and Electronics Engineers 10.1109/TBME.2016.2619489
Stieger, Christof; Arnold, Andreas Michael; Kruse, Anja; Wiedmer, Simona; Widmer, Matthias; Guignard, Jérémie; Schutz, Daniel; Guenat, Jean-Marc; Bachtler, Matthias; Caversaccio, Marco; Uehlinger, Dominik; Frey, Felix; Häusler, Rudolf (2015). Novel bone-anchored vascular access on the mastoid for hemodialysis: concept and preclinical trials. IEEE transactions on bio-medical engineering, 63(5), pp. 984-990. Institute of Electrical and Electronics Engineers 10.1109/TBME.2015.2480241
Marisa, Thanks; Niederhauser, Thomas; Haeberlin, A.; Wildhaber, R A; Vogel, R; Jacomet, M; Goette, J (2015). Bufferless Compression of Asynchronously Sampled ECG Signals in Cubic Hermitian Vector Space. IEEE transactions on bio-medical engineering, 62(12), pp. 2878-2887. Institute of Electrical and Electronics Engineers 10.1109/TBME.2015.2449901
Anthimopoulos, Marios M.; Gianola, Lauro; Scarnato, Luca; Diem, Peter; Mougiakakou, Stavroula (2014). A Food Recognition System for Diabetic Patients based on an Optimized Bag of Features Model. IEEE journal of biomedical and health informatics, 18(4), pp. 1261-2194. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2014.2308928
Bourtsoulatze, Eirina; Thomos, Nikolaos; Frossard, P. (2014). Decoding Delay Minimization in Inter-Session Network Coding. IEEE Transactions on Communications, 62(6), pp. 1944-1957. Institute of Electrical and Electronics Engineers 10.1109/TCOMM.2014.2318701
Bourtsoulatze, Eirina; Thomos, Nikolaos; Frossard, P. (2014). Distributed Rate Allocation in Inter-Session Network Coding. IEEE transactions on multimedia, PP(99), p. 1. Institute of Electrical and Electronics Engineers 10.1109/TMM.2014.2328320
Solà, Josep; Proença, Martin; Ferrario, Damien; Porchet, Jacques-André; Falhi, Abdessamad; Grossenbacher, Olivier; Allemann, Yves; Rimoldi, Stefano F.; Sartori, Claudio (2013). Non-invasive and non-occlusive blood pressure estimation via a chest sensor. IEEE transactions on bio-medical engineering, 60(12), pp. 3505-3513. Institute of Electrical and Electronics Engineers 10.1109/TBME.2013.2272699
Thomos, Nikolaos; Pulikkoonattu, Rethnakaran; Frossard, Pascal (2013). Growth Codes: Intermediate Performance Analysis and Application to Video. IEEE Transactions on Communications, 61(11), pp. 4710-4721. Institute of Electrical and Electronics Engineers 10.1109/TCOMM.2013.092813.120865
