KK
Kimmo Kaski
physics.soc-phcs.SIcond-mat.stat-mechphysics.data-ancs.CYcs.LGnlin.AOphysics.bio-phCommunicationcond-mat.dis-nn
On Valency
published · living versionsW_swusutvz·v1 · currentpublished
Correlated bursts and the role of memory range
with Hang-Hyun Jo, Juan I. Perotti, Janos Kertesz
1 version
Preprints & journals
299 papers in the corpus · 1993–2026Head and Neck Tumor Segmentation Using Pre-RT MRI Scans and Cascaded DualUNet.40330080 · Saukkoriipi, Mikko, Sahlsten, Jaakko, Jaskari, Joel et al.2026 · 2 citationsHead and Neck Tumor Segmentation for MR-Guided Applications : First MICCAI Challenge, HNTS-MRG 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 17, 2024, proceedings. 2025;15273:191-203
Diffusion-Induced Spatial Attention Overlapping Community Detection2609.26737v1 · Kosti Koistinen, Vesa Kuikka, Joni Herttuainen et al.2026 · 0 citationsarXiv
Detailed-level modelling of influence spreading on complex networks.39543173 · Kuikka, Vesa, Kaski, Kimmo K2026 · 8 citationsScientific reports. 2024;14(1):28069
Convergence criteria for self-consistent measures in bipartite networks2601.04030v2 · J'anos Torok, Takashi Shimada, Fumiko Ogushi et al.2026 · 0 citationsarXiv
Comparing Probabilistic Influence-Spreading Centralities to Commonly-Used Centrality Measures in Directed and Weighted Networks2608.18797v1 · Juuso Luhtala, Vesa Kuikka, Kimmo K. Kaski2026 · 0 citationsarXiv
Importance of Overlapping Network Nodes in Influence Spreading2510.24360v3 · Kosti Koistinen, Vesa Kuikka, Kimmo Kaski2025 · 0 citationsarXiv
Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: Benchmarking data sharing and artificial intelligence use-cases.36925936 · Sahlsten, Jaakko, Wahid, Kareem A, Glerean, Enrico et al.2026 · 12 citationsFrontiers in oncology. 2023;13:1120392
Spatio-Temporal Attention Graph Neural Network: Explaining Causalities With Attention2603.10676v2 · Kosti Koistinen, Kirsi Hellsten, Joni Herttuainen et al.2026 · 0 citationsarXiv
Integrating Network and Attack Graphs for Service-Centric Impact Analysis2507.00637v3 · Joni Herttuainen, Vesa Kuikka, Kimmo K. Kaski2025 · 0 citationsarXiv
Interactive AI annotation of medical images in a virtual reality environment.40824506 · Orsmaa, Lotta, Saukkoriipi, Mikko, Kangas, Jari et al.2026 · 4 citationsInternational journal of computer assisted radiology and surgery. 2026;21(1):49-58
Automatic Simplification of Common Vulnerabilities and Exposures Descriptions2602.11982v1 · Varpu Vehomaki, Kimmo K. Kaski2026 · 0 citationsarXiv
Shared Nodes of Overlapping Communities in Complex Networks2512.13231v1 · Vesa Kuikka, Kosti Koistinen, Kimmo K Kaski2025 · 0 citationshttps://www.mdpi.com/2079-3197/13/12/295
Temporal social network modeling of mobile connectivity data with graph neural networks.41370318 · Jaskari, Joel, Roy, Chandreyee, Ogushi, Fumiko et al.2025 · 0 citationsPloS one. 2025;20(12):e0335267
Temporal social network modeling of mobile connectivity data with graph neural networks2509.03319v1 · Joel Jaskari, Chandreyee Roy, Fumiko Ogushi et al.2025 · 0 citationsarXiv
Network Modelling in Analysing Cyber-related Graphs2412.14375v2 · Vesa Kuikka, Lauri Pykala, Tuomas Takko et al.2024 · 3 citationsarXiv
Interactive 3D segmentation for primary gross tumor volume in oropharyngeal cancer.40764730 · Saukkoriipi, Mikko, Sahlsten, Jaakko, Jaskari, Joel et al.2025 · 5 citationsScientific reports. 2025;15(1):28589
Homophilic organization of egocentric communities in ICT services2405.03080v1 · Chandreyee Roy, Hang-Hyun Jo, J'anos Kert'esz et al.2024 · 0 citationsPLoS ONE 20, e0325187 (2025)
Correction: Sustainable visions: Unsupervised machine learning insights on global development goals.40372996 · García-Rodríguez, Alberto, Núñez, Matias, Pérez, Miguel Robles et al.2025 · 4 citationsPloS one. 2025;20(5):e0324556
Sustainable visions: unsupervised machine learning insights on global development goals.40072938 · García-Rodríguez, Alberto, Núñez, Matias, Pérez, Miguel Robles et al.2025 · 9 citationsPloS one. 2025;20(3):e0317412
International multispecialty expert physician preoperative identification of extranodal extension in patients with oropharyngeal cancer using computed tomography: Prospective blinded human inter-observer performance evaluation.40159431 · Sahin, Onur, Kamel, Serageldin, Wahid, Kareem A et al.2025 · 9 citationsCancer. 2025;131(7):e35815
Harnessing uncertainty in radiotherapy auto-segmentation quality assurance.38179210 · Wahid, Kareem A, Sahlsten, Jaakko, Jaskari, Joel et al.2025 · 10 citationsPhysics and imaging in radiation oncology. 2024;29:100526
Sustainable Visions: Unsupervised Machine Learning Insights on Global Development Goals2409.12427v2 · Alberto Garc'ia-Rodr'iguez, Matias N'unez, Miguel Robles P'erez et al.2024 · 9 citationsarXiv
Tracking behavioural differences across chronotypes: A case study in Finland using Oura rings2501.01350v2 · Chandreyee Roy, Kunal Bhattacharya, Kimmo Kaski2025 · 0 citationsarXiv
Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning.38851837 · Sahlsten, Jaakko, Jaskari, Joel, Wahid, Kareem A et al.2025 · 20 citationsCommunications medicine. 2024;4(1):110
A modelling study to explore the effects of regional socio-economics on the spreading of epidemics.39524063 · Snellman, Jan E, Barrio, Rafael A, Kaski, Kimmo K et al.2024 · 4 citationsJournal of computational social science. 2024;7(3):2535-2562
Complexity data science: A spin-off from digital twins.39534652 · Emmert-Streib, Frank, Cherifi, Hocine, Kaski, Kimmo et al.2024 · 13 citationsPNAS nexus. 2024;3(11):pgae456
DR-GPT: A large language model for medical report analysis of diabetic retinopathy patients.39392790 · Jaskari, Joel, Sahlsten, Jaakko, Summanen, Paula et al.2024 · 14 citationsPloS one. 2024;19(10):e0297706
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer2409.06605v1 · Mikko Saukkoriipi, Jaakko Sahlsten, Joel Jaskari et al.2024 · 5 citationsarXiv
Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset.38917161 · Sahlsten, Jaakko, Järnstedt, Jorma, Jaskari, Joel et al.2024 · 19 citationsPloS one. 2024;19(6):e0305947
DR-GPT: a large language model for medical report analysis of diabetic retinopathy patients10.1101/2024.01.12.24301230v1 · Jaskari, J., Sahlsten, J., Summanen, P. et al.2024 · 14 citationsmedRxiv
Socio-economic pandemic modelling: case of Spain.38191603 · Snellman, Jan E, Barreiro, Nadia L, Barrio, Rafael A et al.2024 · 3 citationsScientific reports. 2024;14(1):817
Differences of communication activity and mobility patterns between urban and rural people2311.13652v1 · Fumiko Ogushi, Chandreyee Roy, Kimmo Kaski2023 · 2 citationsarXiv
Residential clustering and mobility of ethnic groups2311.08419v1 · Kunal Bhattacharya, Chandreyee Roy, Tuomas Takko et al.2023 · 0 citationsarXiv
Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset.37644067 · Järnstedt, Jorma, Sahlsten, Jaakko, Jaskari, Joel et al.2023 · 10 citationsScientific reports. 2023;13(1):14159
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer.37561460 · Ye, Zezhong, Saraf, Anurag, Ravipati, Yashwanth et al.2023 · 47 citationsJAMA network open. 2023;6(8):e2328280
Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset2305.14385v1 · Jorma Jarnstedt, Jaakko Sahlsten, Joel Jaskari et al.2023 · 10 citationsarXiv
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.33551673 · Nanni, Mirco, Andrienko, Gennady, Barabási, Albert-László et al.2023 · 63 citationsEthics and information technology. 2021;23(Suppl 1):1-6
A simple model of edit activity in Wikipedia2304.11294v1 · Takashi Shimada, Fumiko Ogushi, Janos Torok et al.2023 · 0 citationsarXiv
Modelling exposure between populations using networks of mobility during Covid-192301.03663v2 · Tuomas Takko, Kunal Bhattacharya, Kimmo Kaski2023 · 2 citationsarXiv
Auto-detection and segmentation of involved lymph nodes in HPV-associated oropharyngeal cancer using a convolutional deep learning neural network.35782963 · Taku, Nicolette, Wahid, Kareem A, van Dijk, Lisanne V et al.2023 · 23 citationsClinical and translational radiation oncology. 2022;36:47-55
Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer.35965493 · Naser, Mohamed A, Wahid, Kareem A, Grossberg, Aaron J et al.2023 · 24 citationsFrontiers in oncology. 2022;12:930432
Fully-automated sarcopenia assessment in head and neck cancer: development and external validation of a deep learning pipeline10.1101/2023.03.01.23286638v2 · Ye, Z., Saraf, A., Ravipati, Y. et al.2023 · 1 citationmedRxiv
Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation as a use-case10.1101/2023.02.20.23286188v1 · Sahlsten, J., Jaskari, J., Wahid, K. A. et al.2023 · 7 citationsmedRxiv
Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: benchmarking data sharing and artificial intelligence use-cases10.1101/2022.01.22.22269695v2 · Sahlsten, J., Wahid, K. A., Glerean, E. et al.2022 · 12 citationsmedRxiv
Knowledge mining of unstructured information: application to cyber domain.36720897 · Takko, Tuomas, Bhattacharya, Kunal, Lehto, Martti et al.2023 · 9 citationsScientific reports. 2023;13(1):1714
Opinions, Conflicts and Consensus: Modeling Social Dynamics in a Collaborative Environment1207.4914v2 · J'anos Torok, Gerardo Iniguez, Taha Yasseri et al.2012 · 80 citationsPhys. Rev. Lett. 110 (8), 088701 (2013)
Modeling Social Dynamics in a Collaborative Environment1403.3568v2 · Gerardo Iniguez, J'anos Torok, Taha Yasseri et al.2014 · 31 citationsEPJ Data Science 3 (1), 7 (2014)
A model for social spreading of Covid-19: Cases of Mexico, Finland and Iceland.34305295 · Barrio, Rafael A, Kaski, Kimmo K, Haraldsson, Guđmundur G et al.2022 · 9 citationsPhysica A. 2021;582:126274
Comparison of deep learning segmentation and multigrader-annotated mandibular canals of multicenter CBCT scans.36329051 · Järnstedt, Jorma, Sahlsten, Jaakko, Jaskari, Joel et al.2022 · 22 citationsScientific reports. 2022;12(1):18598
Artificial Intelligence for Radiation Oncology Applications Using Public Datasets.36202442 · Wahid, Kareem A, Glerean, Enrico, Sahlsten, Jaakko et al.2022 · 29 citationsSeminars in radiation oncology. 2022;32(4):400-414
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