Bern Data Science Day 2023

All contributions list

by title | by author | by time | by ID
ID Event Room Time
33
3-Dimensional Sonic Phase-invariant Echo Localization
Poster by Christopher Hahne
A019 15:15–15:35
23
A path-finding algorithm for beam setup in dynamic radiotherapy
Poster by Kyriakos Rossis
A019 10:15–10:35
15
AI for sleep scoring: moving towards integration in the clinic
Poster by Florence M Aellen
S003 10:15–10:35
9
AI for sleep scoring: moving towards integration in the clinic
Presentation by Florence M. Aellen
S003 14:30–14:45
24
Alchemical Analysis of FDA Approved Drugs
Poster by Markus Orsi
A019 10:15–10:35
55
Asking Questions About Regions in Medical Visual Question Answering
Poster by Sergio Tascon-Morales
A017 15:15–15:35
42
Assessing the Need for Surgery in Early-stage Colorectal Cancer Using Graph Based Deep Learning
Poster by Linda Studer
A019 15:40–16:00
63
Asynchronous Federated Learning for Personalized Healthcare: Enhancing Privacy and Efficiency through Machine Learning and Computer Networking Integration
Poster by Lucas Pacheco
A017 15:40–16:00
28
Automated Extraction of Alpine Climate Data from Historical Documents
Poster by Michael Horn
A019 10:40–11:00
2
Bayes in the sky: the search for life in the universe
Keynote by Brice-Olivier Demory (Chair: Michael Toscano)
S003 13:00–14:00
22
Bayesian hierarchical modeling of clinical metagenomics data
Poster by Alban Ramette
A019 10:15–10:35
52
Characterizing the expression landscape of colorectal tumor buds by machine-learning based analysis of seqIF images
Poster by Mauro B. Gwerder
A017 10:40–11:00
57
Correlation aware active learning for video segmentation
Poster by Fei Wu
A017 15:15–15:35
32
Deep Generative Models for synthetic ECG generation: challenges and opportunities
Poster by Giuliana Monachino
A019 10:40–11:00
17
Deep learning based Monte Carlo Dose Denoising for Radiation Therapy
Poster by Raphael Joost
S003 10:40–11:00
11
Deep learning based Monte Carlo Dose Denoising for Radiation Therapy
Presentation by Raphael Joost
S003 14:45–15:00
34
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos
Poster by Negin Ghamsarian
A019 15:15–15:35
39
Dosimetric comparison of Monte Carlo codes for very high energy electrons
Poster by Chengchen Zhu
A019 15:40–16:00
10
Dynamic Federated Learning for Heterogeneous Learning Environments
Presentation by Eric Samikwa
S003 11:45–12:00
16
Dynamic Federated Learning for Heterogeneous Learning Environments
Poster by Eric Samikwa
S003 15:15–15:35
51
Ensemble and Majority-Vote Strategies for Deep-Learning Based Detection of Atrophy-Related Biomarkers on OCT Volumes
Poster by Davide Scandella
A017 10:40–11:00
14
Estimating time-dependent transmission rates of SARS-COV-2 using Brownian motion, splines and Gaussian processes in a Bayesian SIR-type model
Poster by Judith Bouman
S003 10:40–11:00
8
Estimating time-dependent transmission rates of SARS-COV-2 using Brownian motion, splines and Gaussian processes in a Bayesian SIR-type model
Presentation by Judith Bouman
S003 14:00–14:15
27
Ethical aspects in research data management
Poster by Olga V. Churakova
A019 10:15–10:35
26
Full or weak annotations? An adaptive strategy for budget-constrained annotation campaigns
Poster by Javier Gamazo-Tejero
A019 10:15–10:35
6
Generating Astronomical Spectra from Photometry with Conditional Diffusion Models
Presentation by Lars Doorenbos
S003 11:30–11:45
12
Generating Astronomical Spectra from Photometry with Conditional Diffusion Models
Poster by Lars Doorenbos
S003 15:15–15:35
29
Generic database templates for interdisciplinary research in the humanities (nodegoat templates)
Poster by Kaspar Gubler
A019 10:40–11:00
13
Glaucoma Stage Progression Predictor
Poster by Marta Colmenar Herrera
S003 10:15–10:35
7
Glaucoma Stage Progression Predictor
Presentation by Marta Colmenar Herrera
S003 14:15–14:30
60
Going Beyond Named Entities For Premodern German
Poster by Ismail M. Prada Ziegler
A017 15:40–16:00
36
Identification patterns of T cell interaction with an in vitro model of the blood brain barrier with Deep Representation Learning
Poster by Kalvin Dobler
A019 15:15–15:35
37
Improving 2-photon intravital microscopy imaging with Machine Learning
Poster by Honghong Fang
A019 15:15–15:35
47
Intergenerational Nutrition Patterns and How to Break Them
Poster by Frederic Kluser
A017 10:15–10:35
35
Intrinsic neural timescales in the temporal lobe support an auditory processing hierarchy
Poster by Riccardo Cusinato
A019 15:15–15:35
38
Investigation of T-cell interactions with a blood-brain barrier model in vitro
Poster by Mykhailo Vladymyrov
A019 15:40–16:00
53
Merging local cell feature and global tissue structure to learn accurate epithelial cell classification on H&E images using geometric deep learning
Poster by Ana Leni Frei
A017 10:40–11:00
40
Modeling treatment toxicity with temporally feathered radiotherapy
Poster by Daniel N. Hosie
A019 15:40–16:00
50
Multistep retrosynthesis combining a disconnection aware triple transformer loop with a route penalty score guided tree search
Poster by David Kreutter
A017 10:40–11:00
64
Müller matrix polarimetry for pancreatic tissue characterization
Poster by Paulo Sampaio
A017 15:40–16:00
59
Neural complexity and the spectral slope characterize auditory processing in wakefulness and sleep
Poster by Sigurd L. Alnes
A017 15:15–15:35
61
Neural representation of future outcomes is affected by the decision context
Poster by Pinar Göktepe
A017 15:40–16:00
30
Physician and AI in the loop: Enhancing performance of automated sleep scoring algorithm using uncertainty estimates.
Poster by Michal Bechny
A019 10:40–11:00
58
Retinal image registration approach in optical coherence tomography and fluorescence imaging
Poster by Corin Otesteanu
A017 15:15–15:35
56
Robust Camera Pose Estimation in Endoscopic Surgery
Poster by Michel Hayoz
A017 15:15–15:35
41
Robust intensity modulation optimization of a colli-DTRT plan: comparison with standard “PTV – approach”
Poster by Alina M Paunoiu
A019 15:40–16:00
49
Scoary2: Rapid association of phenotypic multi-omics data with microbial pan-genomes
Poster by Thomas Roder
A017 10:15–10:35
46
Sensitivity of Deep Learning-Based Radiotherapy Dose Prediction Models To Variability In Organs At Risk Segmentation
Poster by Amith J. Kamath
A017 10:15–10:35
25
Sensor-driven approach to assess Fear of Falling: A pilot study
Poster by Lena Bruhin
A019 10:15–10:35
5
Solar Flare prediction with Machine Learning based on Satellite data
Presentation by Jonas Zbinden
S003 11:15–11:30
62
Streamlining, executing and validating AI algorithms on remote HPC infrastructure: An integrated approach
Poster by Amjad Khan
A017 15:40–16:00
1
Topological Data Analysis: extracting insights from the “shape” of data
Keynote by Kathryn Hess Bellwald (Chair: David Ginsbourger)
S003 09:00–10:00
45
Topological encoding of relations in data from multiplex immunohistochemistry images
Poster by Bernadette Stolz
A017 10:15–10:35
31
Towards personalized burnout prevention system: a probabilistic approach for analysis of wearable and contextual data.
Poster by Radoslava Svihrova
A019 10:40–11:00
48
Unobtrusive Measurement of Gait Characteristics Using Seismographs
Poster by Michael A. Single
A017 10:15–10:35
54
Validation of a deep learning model for the detection and classification of Ca2+ release events in cardiomyocytes using inter-observer variability
Poster by Prisca Dotti
A017 10:40–11:00