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Unsupervised Behaviour Analysis and Magnification (uBAM) using Deep Learning [article]

Biagio Brattoli, Uta Buechler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Bjoern Ommer
2021 arXiv   pre-print
Besides discovering and quantifying deviations in behaviour, we also propose a generative model for visually magnifying subtle behaviour differences directly in a video without requiring a detour via keypoints  ...  Essential for this magnification of deviations even across different individuals is a disentangling of appearance and behaviour.  ...  Unsupervised Training of the Generative Model for Disentangling Posture and Appearance.  ... 
arXiv:2012.09237v3 fatcat:yiz7fmblefdrzlm2k7orjr3oga

Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States [article]

Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah
2022 arXiv   pre-print
Advances in animal motion tracking and pose recognition have been a game changer in the study of animal behavior.  ...  advancing the field, and some future directions for research.  ...  The authors would like to thank Ilan Shimshoni and Shir Amir for their scientific consultations.  ... 
arXiv:2206.08405v1 fatcat:ka2hr2h67naxzgsxig7oo345wm

2020 Index IEEE Robotics and Automation Letters Vol. 5

2020 IEEE Robotics and Automation Letters  
Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery -A Feasibility Study.  ...  Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery -A Feasibility Study.  ... 
doi:10.1109/lra.2020.3032821 fatcat:qrnouccm7jb47ipq6w3erf3cja

How does artificial intelligence contribute to iEEG research? [article]

Julia Berezutskaya, Anne-Lise Saive, Karim Jerbi, Marcel van Gerven
2022 arXiv   pre-print
At the same time, as an invasive technique, iEEG lends itself well to long-term, mobile brain-computer interface applications, particularly for communication in severely paralyzed individuals.  ...  identification of event-driven brain states for the development of clinical brain-computer interface systems (AI-iEEG for neurotechnology).  ...  Acknowledgements This work was supported by the Netherlands Organisation for Scientific Research (NWO) and is part of the Language in Interaction consortium (NWO Gravitation Grant No. 024.001.006) and  ... 
arXiv:2207.13190v1 fatcat:kgc7gfhnpnhmpo2woh3nwk2hka

Surgical spectral imaging

Neil T. Clancy, Geoffrey Jones, Lena Maier-Hein, Daniel S. Elson, Danail Stoyanov
2020 Medical Image Analysis  
New hardware, optimised for use in both open and minimally-invasive surgery (MIS), is described, and recent commercial activity is summarised.  ...  Surgery in particular is poised to benefit from this, as spectrally-resolved tissue optical properties can offer enhanced contrast as well as diagnostic and guidance information during interventions.  ...  Many thanks to Leonardo Ayala (DKFZ) for useful discussion and comments during preparation of this article .  ... 
doi:10.1016/j.media.2020.101699 pmid:32375102 pmcid:PMC7903143 fatcat:tu5zqbk6fzbntfqpehthqeqcga

2020 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 31

2020 IEEE Transactions on Neural Networks and Learning Systems  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  -that appeared in this periodical during 2020, and items from previous years that were commented upon or corrected in 2020.  ...  Zhao, K., +, TNNLS Sept. 2020 3471-3481 Minimally invasive surgery An Accelerated Finite-Time Convergent Neural Network for Visual Servo-ing of a Flexible Surgical Endoscope With Physical and RCM Constraints  ... 
doi:10.1109/tnnls.2020.3045307 fatcat:34qoykdtarewhdscxqj5jvovqy

15. Deutscher Wirbelsäulenkongress

2020 European spine journal  
Minimally invasive surgery aims to reduce complications, especially in elderly patients.  ...  Objective: We undertook this preliminary study to evaluate the utility of AR in minimally invasive spine surgery.  ...  In spite of carcinogenic references for exposure to radiation in deformity surgery [2] seems by useless perioperative exposure to radiation, as full-dose x-ray and other diagnostic procedures (EOS), especially  ... 
doi:10.1007/s00586-020-06630-1 pmid:33078266 fatcat:2e63m5xi7zfmrjjoxffwn5pq5m

Table of Contents

2022 IEEE Robotics and Automation Letters  
Design and Characteristics of 3D Magnetically Steerable Guidewire System for Minimally Invasive Surgery . . . . . . . . . . .  ...  Ott Utilising Incipient Slip for Grasping Automation in Robot Assisted Surgery . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/lra.2022.3165102 fatcat:enjzebowe5hn7hsfwklc7nieuy

Volume 2 of the Proceedings of the joint 12th International Conference on Methods and Techniques in Behavioral Research and 6th Seminar on Behavioral Methods held online May 18-22 2022 [article]

Andrew Spink, Jarosław Barski, Anne-Marie Brouwer, Gernot Riedel, Annesha Sil
2022 figshare.com  
Volume 2 of Measuring Behavior 2022, the joint 12th International Conference on Methods and Techniques in Behavioral Research and 6th Seminar on Behavioral Methods held online May 18-22 2022.  ...  Acknowledgments The authors acknowledge Hope Tech™ for their generation of chainrings used in the study. Acknowledgement This  ...  Acknowledgement We acknowledge Daniel Blatt, Riccarda Moro, Leonie Berger, and Antonia Gelardi for their assistance in data collection.  ... 
doi:10.6084/m9.figshare.20066849.v2 fatcat:f7ndcnjqlfbr3ptetfjij4hehm

Volume 2 of the Proceedings of the joint 12th International Conference on Methods and Techniques in Behavioral Research and 6th Seminar on Behavioral Methods held online May 18-22 2022 [article]

Andrew Spink, Jarosław Barski, Anne-Marie Brouwer, Gernot Riedel, Annesha Sil
2022 figshare.com  
Volume 2 of Measuring Behavior 2022, the joint 12th International Conference on Methods and Techniques in Behavioral Research and 6th Seminar on Behavioral Methods held online May 18-22 2022.  ...  Acknowledgments The authors acknowledge Hope Tech™ for their generation of chainrings used in the study. Acknowledgement This  ...  Acknowledgement We acknowledge Daniel Blatt, Riccarda Moro, Leonie Berger, and Antonia Gelardi for their assistance in data collection.  ... 
doi:10.6084/m9.figshare.20066849.v1 fatcat:zfef2d4x4fgsxibcplwkpae4yq

Visual Representation Learning with Minimal Supervision

Uta Büchler
2021
Karl Rohr for his interest in my work and for accepting to review my thesis.  ...  Deep learning has been particularly successful for that matter. In deep learning, artificial neural networks automatically learn to extract informative features directly from visual data.  ...  Thus, analyzing the visible execution of movements can reveal crucial information about the subject's internal condition without requiring invasive procedures such as brain surgery.  ... 
doi:10.11588/heidok.00029205 fatcat:6r6ibkytpjgmdpxask5tbeh5i4

Abstracts

2015 Epilepsia  
first year after surgery and minimal 5 years outcome were included in this analysis.  ...  In addition to observing AQP4 and c-fos proteins at the end of the first 24 hours and 60th day, continuous video EEG monitoring (VEM) was carried out for 60 days.  ...  detected for the first time.  ... 
doi:10.1111/epi.13241 fatcat:jnz7opo6tnccjcljtelg53ux6u

Surgical data science in endoscopic surgery

Tobias Roß
2022
In addition, Dr. Martin Wagner was responsible for phase annotations, which were the basis for the frame extraction.  ...  Parts of this section are under minor revision for the related publication Maier-Hein et al. [Maier-Hein et al., b].  ...  Acknowledgements The total of years that I have been in the Department of Computer Assisted Medical Interventions (CAMI) has been one of the most exciting and eventful years of my life.  ... 
doi:10.11588/heidok.00030928 fatcat:qxx4qc66q5hkzhg2bd474ylhwi

Abstracts of the 20th European Conference on Eye Movements, 18-22 August 2019, in Alicante (Spain)

Susana Martinez-Conde, Luis Martinez-Otero, Albert Compte, Rudolf Groner
2019 Journal of Eye Movement Research  
This document contains all abstracts of the 20th European Conference on Eye Movements, August 18-22, 2019, in Alicante, Spain Video stream "Glimpses at 20th ECEM": https://vimeo.com/user43478756.  ...  Results: We observed improved performance on incentivized trials (more so for reward than penalty) looking at peak velocity and reaction times.  ...  Disentangling cognition and eye movements in EEG using enerali e a iti e i e o els Small eye movements cannot be reliably measured by video-based P-CR eye-trackers Kenneth For evaluating whether an eye-tracker  ... 
doi:10.16910/jemr.12.7.1 pmid:33828763 pmcid:PMC7917478 fatcat:wqzwn552cndsnablyikzx3og5e

Joint Meeting of the FESN (Federation of the European Societies of Neuropsychology)/GNP (Gesellschaft für Neuropsychologie) September 12-14, 2013, Berlin, Germany

2013 Behavioural Neurology  
Non-invasive brain stimulation has provided evidence for its potential to modulate brain plasticity in humans [1] .  ...  All were involved in presurgical or post operative epilepsy surgery program.  ...  During surgery, DCS demonstrated that the stimulation of the SFG -involved in language function according to the fMRI -led to anomic disturbances.  ... 
doi:10.3233/ben-139900 pmid:28149002 pmcid:PMC5215690 fatcat:f4olin3ogfg7zlznht4ryjbtym
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