Hugo Lewi Hammer

Vitenskapelige publikasjoner

Storås, Andrea Marheim; Mæland, Steffen; Isaksen, Jonas L; Hicks, Steven Alexander; Thambawita, Vajira; Graff, Claus; Hammer, Hugo Lewi ; Halvorsen, Pål ; Riegler, Michael Alexander ; Kanters, Jørgen K (2024). Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps. JAMIA Journal of the American Medical Informatics Association.
https://doi.org/10.1093/jamia/ocae280

Tveter, Mats; Tveitstøl, Thomas; Nygaard, Tønnes ; Pérez Teseyra, Ana Silvina; Kulashekhar, Shrikanth; Bruña, Ricardo; Hammer, Hugo Lewi ; Hatlestad-Hall, Christoffer; Haraldsen, Ira Hebold (2024). EEG electrodes and where to find them: automated localization from 3D scans. Journal of Neural Engineering. Vol. 21.
https://doi.org/10.1088/1741-2552/ad7c7e

Papachrysos, Nikolaos; Smedsrud, Pia Helen; Ånonsen, Kim Vidar; Berstad, Tor Jan; Espeland, Håvard; Petlund, Andreas; Hedenström, Per; Halvorsen, Pål ; Varkey, Jonas; Hammer, Hugo Lewi ; Riegler, Michael ; de Lange, Thomas (2024). A comparative study benchmarking colon polyp detection with CADe software. Endoscopy. Vol. S02.
https://doi.org/10.1055/s-0044-1782889

Vo, Minh-Quan; Nguyen, Thu; Riegler, Michael ; Hammer, Hugo Lewi (2024). Efficient Estimation of Generative Models Using Tukey Depth. 16 s. Algorithms. Vol. 17.
https://doi.org/10.3390/a17030120

Svennevik, Hanna; Hicks, Steven; Riegler, Michael ; Storelvmo, Trude; Hammer, Hugo Lewi (2024). A dataset for predicting cloud cover over Europe. 6 s. Scientific Data. Vol. 11.
https://doi.org/10.1038/s41597-024-03062-0

Tveter, Mats; Tveitstøl, Thomas; Hatlestad-Hall, Christoffer; Pérez Teseyra, Ana Silvina; Taubøll, Erik; Yazidi, Anis ; Hammer, Hugo Lewi ; Haraldsen, Ira Hebold (2024). Advancing EEG prediction with deep learning and uncertainty estimation. Brain Informatics. Vol. 11.
https://doi.org/10.1186/s40708-024-00239-6

Yazidi, Anis ; Hammer, Hugo Lewi ; Leslie, David S. (2024). A Two-Timescale Learning Automata Solution to the Nonlinear Stochastic Proportional Polling Problem. IEEE Transactions on Systems, Man & Cybernetics. Systems.
https://doi.org/10.1109/TSMC.2024.3414832

Nguyen, Thu; Thien Ly, Hoang; Riegler, Michael Alexander ; Halvorsen, Pål ; Hammer, Hugo Lewi (2023). Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms. Nguyen, Ngoc-Thanh; Boonsang, Siridech; Fujita, Hamido; Hnatkowska, Bogumila; Hong, Tzung Pei; Pasupa, Kitsuchart (Red.). Recent Challenges in Intelligent Information and Database Systems. Springer.
https://doi.org/10.1007/978-3-031-42430-4_21

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Nguyen, Thu; Andersen, Jorunn Marie ; Witczak, Oliwia ; Haugen, Trine B. ; Hammer, Hugo Lewi ; Halvorsen, Pål ; Riegler, Michael Alexander (2023). VISEM-Tracking, a human spermatozoa tracking dataset. Scientific Data.
https://doi.org/10.1038/s41597-023-02173-4

Sheshkal, Sajad Amouei; Riegler, Michael ; Hammer, Hugo Lewi (2023). ML-Peaks: Chip-seq peak detection pipeline using machine learning techniques. Placidi, Giuseppe; González, Alejandro Rodríguez; Sicilia, Rosa; Spiliopoulou, Myra; Almeida, João Rafael; Andrades, José Alberto Benítez (Red.). Proceedings of the 2023 36th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS). IEEE conference proceedings.
https://hdl.handle.net/10037/31697

Forskningsrapporter

Pontes Filho, Sidney; Nichele, Stefano ; Yazidi, Anis ; Zhang, Jianhua ; Hammer, Hugo Lewi ; Sandvig, Ioanna; Tufte, Gunnar (2023). Optimization of dynamical systems towards criticality and intelligent behavior. ISBN: 978-82-326-6953-0. 179 s. Norges teknisk-naturvitenskapelige universitet.

Thambawita, Vajira; Jha, Debesh; Riegler, Michael ; Halvorsen, Pål ; Hammer, Hugo Lewi ; Johansen, Håvard D.; Johansen, Dag (2018). The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. 3 s. MediaEval 2018, arXiv:1810.13278, Cornell University.

Hammer, Hugo Lewi ; Haugan, John (2013). Matematikk og beregninger. 350 s. Høgskolen i Oslo og Akershus.

Mørken, Knut Martin; Malthe-Sørensen, Anders; Simonsen, Ingve; Hammer, Hugo Lewi ; Vatne, Jon Eivind; Nøst, Elisabeth; Løyning, Terje Brinck; Dahl, Lars Oswald; Sasaki, Nina (2011). Computing in Science Education. A guide for universities and colleges in Norway. 34 s. Universitetet i Oslo.

Mørken, Knut Martin; Simonsen, Ingve; Malthe-Sørensen, Anders; Hammer, Hugo Lewi ; Løyning, Terje Brinck; Vatne, Jon Eivind; Nøst, Elisabeth; Dahl, Lars Oswald; Sasaki, nina (2011). Beregninsorientert utdanning: En veileder for universiteter og høgskoler i Norge. 34 s. Universitetet i Oslo.

Hammer, Hugo Lewi (2008). Topics in stochastic simulation, with an application to seismic inversion. NTNU-trykk.

Formidling

Thambawita, Vajira; Hicks, Steven A.; Storås, Andrea; Andersen, Jorunn Marie ; Witczak, Oliwia ; Nguyen, Thu; Haugen, Trine B. ; Hammer, Hugo Lewi ; Riegler, Michael ; Halvorsen, Pål (2023). Medico multimedia task at MedialEval: transparent tracking of spermatozoa. 22nd European Testis Workshop. European Testis Workshops/EMBO.

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Andersen, Jorunn Marie ; Witczak, Oliwia ; Haugen, Trine B. ; Hammer, Hugo Lewi ; Nguyen, Thu; Halvorsen, Pål ; Riegler, Michael Alexander (2023). Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa. CEUR Workshop Proceedings.
https://2022.multimediaeval.com/paper5501.pdf

Fineide, Fredrik; Storås, Andrea; Magnø, Morten Schjerven; Hammer, Hugo Lewi ; Chen, Xiangjun; Khan, Ayyad Ahmad Zartasht; Halvorsen, Pål ; Utheim, Tor Paaske ; Riegler, Michael Alexander (2023). Predicting the degree of meibomian gland dropout with artificial intelligence. Investigative Ophthalmology and Visual Science.

Storås, Andrea; Fineide, Fredrik; Hammer, Hugo Lewi ; Khan, Ayyad Ahmad Zartasht; Magnø, Morten Schjerven; Chen, Xiangjun; Halvorsen, Pål ; Utheim, Tor Paaske ; Riegler, Michael Alexander (2023). Using explainable artificial intelligence (XAI) to explore factors affecting meibomian gland (MG) dropout. Investigative Ophthalmology and Visual Science.

Sharma, Akriti; Kakulavarapu, Radhika ; Thambawita, Vajira L B; Siddiqui, M.; Delbarre, Erwan ; Riegler, Michael; Hammer, Hugo Lewi ; Stensen, Mette Haug (2022). Automating tracking of cell division for human embryo development in time lapse videos. Human Reproduction. Vol. 37.
https://doi.org/10.1093/humrep/deac107.233

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Witczak, Oliwia ; Andersen, Jorunn Marie ; Hammer, Hugo Lewi ; Halvorsen, Pål ; Riegler, Michael Alexander ; Haugen, Trine B. (2022). P-108 Real-time deep learning based multi object tracking of spermatozoa in fresh samples. Human Reproduction.
https://doi.org/10.1093/humrep/deac107.104

Hicks, Steven; Thambawita, Vajira L B; Storås, Andrea; Haugen, Trine B. ; Hammer, Hugo Lewi ; Halvorsen, Pål ; Riegler, Michael Alexander ; Stensen, Mette Haug (2022). P-272 Automatic Tracking of the ICSI procedure using Deep Learning. Human Reproduction. Vol. 37.
https://doi.org/10.1093/humrep/deac107.261

Hicks, Steven A.; Jha, Debesh; Thambawita, Vajira L B; Hammer, Hugo Lewi ; de Lange, Thomas; Parasa, Sravanthi; Riegler, Michael ; Halvorsen, Pål (2021). Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation. MediaEval Medico 2021. MediaEval 2021.

Sharma, Akriti; Haugen, Trine B. ; Hammer, Hugo Lewi ; Riegler, M.; Stensen, M. (2021). Erratum: P-260 towards better explainable deep learning models for embryo selection in ART (Hum Reprod (2021) 36 (1) DOI: 10.1093/humrep/deab130.259). Human Reproduction. Vol. 36.
https://doi.org/10.1093/humrep/deab227

Sharma, Akriti; Haugen, Trine B. ; Hammer, Hugo Lewi ; Riegler, Michael A.; Stensen, Mette Haug (2021). Towards better explainable deep learning models for embryo selection in ART. ESHRE virtual 37th Annual Meeting. European Society of Human Reproduction and Embryology.