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Applied Data Science Track

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TitleA Benchmark to Evaluate LLMs’ Proficiency on Italian Student Competencies
AuthorsFabio Mercorio (University of Milano-Bicocca); Mario Mezzanzanica (University of Milano-Bicocca); Daniele Potertì (University of Milano-Bicocca); Antonio Serino (University of Milano-Bicocca); Andrea Seveso (University of Milan-Bicocca)*
TitleA Dynamic Ensemble and Replaying Model for Online Marine Observation Data Prediction
AuthorsXiang Li (Qilu University of Technology (Shandong Academy of Sciences))*; Xi Fu (Qilu University of Technology (Shandong Academy of Sciences)); Congqi Lin (Johns Hopkins University); Xiangkai Wang (Qilu University of Technology (Shandong Academy of Sciences)); Yuhang Zhang (Qilu University of Technology (Shandong Academy of Sciences)); Hao Wang (Qilu University of Technology (Shandong Academy of Sciences)); Zhigang Zhao (Qilu University of Technology (Shandong Academy of Sciences)); Meihong Yang (Qilu University of Technology (Shandong Academy of Sciences)); Yinglong Wang (Qilu University of Technology (Shandong Academy of Sciences))
TitleA Scalable Approach for Unified Large Events Models in Soccer
AuthorsTiago Mendes-Neves (FEUP/INESC TEC)*; Luís Meireles (INESC TEC); João Mendes-Moreira (FEUP/INESC TEC)
TitleActiveVisium: Leveraging Active Learning to Enhance Manual Pathologist Annotation in 10x Visium Spatial Transcriptomics Experiments
AuthorsJelica Vasiljeivc (Hoffmann-La Roche)*; Ines Berenguer Veiga (F. Hoffmann-La Roche Ltd.); Kerstin Hahn (F. Hoffmann-La Roche Ltd.); Petra Schwalie (F. Hoffmann-La Roche Ltd.); Alberto Valdeolivas (F. Hoffmann-La Roche Ltd.)
TitleAttribute and Context-Aware Multi-Behavior Model for Unique-Item Recommendation
AuthorsShereen Elsayed (University of Hildesheim)*; Ngoc Son Le (University of Hildesheim); Ahmed Rashed (Volkswagen Financial Services AG); Lars Schmidt-Thieme (University of Hildesheim)
TitleAttribute-Aware Sequential Recommendation Model for Used Car Auctions
AuthorsShereen Elsayed (University of Hildesheim)*; Ngoc Son Le (University of Hildesheim); Ahmed Rashed (Volkswagen Financial Services AG); Lukas Hestermeyer (Volkswagen Financial Services AG); Radoslaw Wlodarczyk (Volkswagen Financial Services AG); Maximilian Stubbemann (University of Hildesheim); Lars Schmidt-Thieme (University of Hildesheim)
TitleAutomating Geospatial Vision Tasks with a Large Language Model Agent
AuthorsYuxing Chen (N/A)*; Weijie Wang (University of Trento); Camille Kurtz (University Paris Cite); Sylvain Lobry (University Paris Cite)
TitleBetter Capturing Interactions between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling
AuthorsJules Désir (Artefact Research Center); Vincent Auriau (Artefact Research Center)*; Martin Mo_ina (Mercator); Emmanuel Malherbe (Artefact Research Center)
TitleCARIS: Cache Affinity-aware Reinforced Intelligent Strategy
AuthorsYu Zuo (Beijing University of Posts and Telecommunications); Yanlei Shang (Beijing University of Posts and Telecommunications)*
TitleCESI: Sparse Input Spatial Interpolation for Heterogeneous and Noisy Hybrid Wireless Sensor Networks
AuthorsChaofan Li (Karlsruhe Institute of Technology)*; Till Riedel (Karlsruhe Institute of Technology); Michael Beigl (Karlsruhe Institute of Technology)
TitleCNN-Transformer with absolute positional encoding optimized for low-dimensional inputs: Applied to estimate sliding drop width
AuthorsSajjad Shumaly (Max-Planck-Institut for Polymer)*; Fahimeh Darvish (Max-Planck-Institut for Polymer); Mahsa Salehi (Monash University); Navid Mohammadi Foumani (Monash University); Oleksandra Kukharenko (Max-Planck-Institut for Polymer research); Hans-Jürgen Butt (Max-Planck-Institut for Polymer research); Ulrich Schwanecke (RheinMain University of Applied Sciences); Rüdiger Berger (Max-Planck-Institut for Polymer research)
TitleCollaborative Interest-Aware Graph Learning for Group Identification
AuthorsRui Zhao (University of Chinese Academy of Sciences, Beijing, China)*; Beihong Jin (Institute of Software, Chinese Academy of Sciences); Beibei Li (College of Computer Science, Chongqing University); Yiyuan Zheng (University of Chinese Academy of Sciences, Beijing, China)
TitleContextual Hypernetwork for Adaptive Prediction of Laser-Induced Colors on Quasi-Random Plasmonic Metasurfaces
AuthorsThibault GIRARDIN (Université Jean Monnet)*; Nathalie Destouches (Université Jean Monnet); Amaury Habrard (Université Jean Monnet)
TitleContinuous Learning of Ordinal User Preferences on Wearable Devices
AuthorsSimon Weinberger (ERIC)*; Jairo Cugliari (ERIC); Aurélie Le Cain (EssilorLuxottica)
TitleCurriculum RL meets Monte Carlo Planning: Optimization of a Real World Container Management Problem
AuthorsAbhijeet Pendyala (Ruhr Universität Bochum)*; Tobias Glasmachers (Ruhr Universität Bochum)
TitleDenoising Diffusion Implicit Models for Laser-Plasma Accelerator Simulation Trained With Physical Constraint Loss
AuthorsMatej Jech (CTU in Prague / ELI Beamlines)*; Gabriele Maria Grittani (ELI Beamlines); Carlo Maria Lazzarini (ELI Beamlines); Alexander Kovalenko (CTU in Prague)
TitleDensity-aware Walks for Coordinated Campaign Detection
AuthorsAtul Anand Gopalakrishnan (SUNY Buffalo)*; Jakir Hossain (SUNY Buffalo); Tugrulcan Elmas (University of Edinburgh); A. Erdem Sariyuce (SUNY Buffalo)
TitleDo Protein Transformers Have Biological Intelligence?
AuthorsFudong Lin (University of Delaware)*; Wanrou Du (Beijing University of Posts and Telecommunications); Jinchan Liu (Yale University); Tarikul Milon (University of Louisiana at Lafayette); Shelby Meche (University of Louisiana at Lafayette); Wu Xu (University of Louisiana at Lafayette); Xiaoqi Qin (Beijing University of Posts and Telecommunications); Xu Yuan (University of Delaware)
TitleEnforcing vector space stability in embeddings with evolving vocabularies: a web-app behavior perspective
AuthorsAsier Rodriguez (BBVA)*; Ignacio Sisamón (BBVA); Ignacio Esplugues (BBVA); Daniel Sánchez (BBVA); Joel Sánchez (BBVA)
TitleEnhancing Detection of Leishmania spp. Amastigotes in Canine Lymph Node Smear Images: Evaluating the Effectiveness of Synthetic Data in Augmenting Existing Datasets
AuthorsDimitrios Tsikos (Aristotle University of Thessaloniki); Irene Chatzipanagiotidou (University of Thessaly); Dimitris Dimitriadis (Aristotle University of Thessaloniki)*; Constantina Tsokana (Aristotle University of Thessaloniki); George Valiakos (University of Thessaly); Labrini Athanasiou (University of Thessaly); Grigorios Tsoumakas (Aristotle University of Thessaloniki)
TitleEnhancing Dynamic Control of Inertial District Energy Networks Through a Physics-Informed State-Space Model
AuthorsTaha Boussaid (LIRIS & CETHIL)*; François Rousset (CETHIL); Marc Clausse (CETHIL); Vasile-Marian Scuturici (LIRIS)
TitleEnhancing Traffic Accident Classifications: Application of NLP Methods for City Safety
AuthorsEnes Oezeren (LMU Munich); Alexander Ulbrich (LMU Munich); Sascha Filimon (City of Munich); David Ruegamer (LMU Munich); Andreas Bender (LMU Munich)*
TitleEvaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
AuthorsRicardo Pereira (Feedzai)*; Jacopo Bono (Feedzai); Hugo Ferreira (Feedzai); Pedro Ribeiro (University of Porto); Carlos Soares (University of Porto); Pedro Bizarro (Feedzai)
TitleExplaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration For Exosuit Personalization
AuthorsJulian Rodemann (LMU Munich)*; Federico Croppi (LMU Munich); Philipp Arens (Harvard University); Yusuf Sale (LMU Munich); Julia Herbinger (Leibniz Institute for Agricultural Engineering and Bioeconomy); Bernd Bischl (LMU Munich); Eyke Hüllermeier (LMU Munich); Thomas Augustin (LMU Munich); Conor Walsh (Harvard University); Giuseppe Casalicchio (LMU Munich)
TitleFairness is in the details : Face Dataset Auditing
AuthorsValentin Lafargue (IMT / ANITI / INRIA)*; Emmanuelle Claeys (IRIT); Jean-Michel Loubes (INRIA / ANITI)
TitleFederated Learning towards the unknown: a deep dive into diabetic retinopathy prediction from real-world EHR structured data on unseen diabetic centers
AuthorsAlessandro Cacciatore (University of Macerata)*; Mariachiara Di Cosmo (Sant'Anna School of Advanced Studies); Emanuele Frontoni (University of Macerata); Michele Bernardini (Università degli Studi eCampus)
TitleForecasting Irregularly Sampled Time Series with Transformer Encoders
AuthorsRiccardo Benassi (University of Modena and Reggio Emilia); Francesco Del Buono (University of Modena and Reggio Emilia); Giacomo Guiduzzi ( University of Modena and Reggio Emilia); Francesco Guerra (University of Modena e Reggio Emilia)*
TitleFostering Responsibility in Email Marketing: A Contextual Restless Bandit Framework
AuthorsIbtihal EL MIMOUNI (INRIA)*; Konstantin AVRACHENKOV (INRIA)
TitleFourier-Enhanced Adaptive Manifold Latent Feature Analysis for Spatiotemporal Signal Recovery
Authorsyuting ding (the School of Cyber Science and Engineering, Southeast University)*; jianyong zheng (the School of Electrical Engineering, Southeast University); fei mei (the College of Energy and Electrical Engineering, Hohai University); ang gao (the School of Electrical Engineering, Southeast University)
TitleFrom Lab to Factory: Pitfalls and Guidelines for Self-/Unsupervised Defect Detection on Low-Quality Industrial Images
AuthorsSebastian Hönel (Linnaeus University)*; Jonas Nordqvist (Linnaeus University)
TitleGo with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems.
AuthorsInaam Ashraf (Bielefeld University)*; Janine Strotherm (Bielefeld University); Luca Hermes (Bielefeld University); Barbara Hammer (Bielefeld University)
TitleGraph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics
AuthorsPascal Plettenberg (Intelligent Embedded Systems, University of Kassel)*; André Alcalde (CELUS GmbH); Bernhard Sick (Intelligent Embedded Systems, University of Kassel); Josephine Thomas (Intelligent Embedded Systems, University of Kassel)
TitleGraph Neural Networks for Jamming Source Localization
AuthorsDania Herzalla (Technology Innovation Institute)*; Willian Tessaro Lunardi (Technology Innovation Institute); Martin Andreoni (Technology Innovation Institute)
TitleHAGAPS: Hierarchical Attentive Graph Neural Networks for Predicting Alternative Polyadenylation Site Quantification
AuthorsEleni Giovanoudi (University of Thessaly)*; Dimitrios Rafailidis (University of Thessaly)
TitleHarnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring
AuthorsAbdoulaye SAKHO (Artefact)*; Emmanuel MALHERBE (Artefact); Carl-Erik GAUTHIER (Société Générale); Erwan SCORNET (LPSM-Sorbonne Université)
TitleImproving Pricing Recommendations Using Nearest Neighbors Retrieval Via Contrastive Learning and Hard Negatives Mining
AuthorsEyal Mazuz (Ben-Gurion University of the Negev)*; Gilad Fuchs (eBay); Alex Nus (eBay); Lior Rokach (Ben-Gurion University of the Negev); Bracha Shapria (Ben-Gurion University of the Negev)
TitleInterDiff: Synthesizing Financial Time Series with Inter-Stock Correlations via Classifier-Free Guided Diffusion
AuthorsHou-Wan Long (The Chinese University of Hong Kong)*; Zoufei Tang (Super Quantum Capital Management); Jianhui Zhang (Super Quantum Capital Management); Zhuoyang Zhan (Super Quantum Capital Management); Tao Lu (Southern University of Science and Technology); Xiaoquan Zhang (Tsinghua University)
TitleIterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts
AuthorsLei Zhang (Ruhr University Bochum)*; Markus Stricker (Ruhr University Bochum)
TitleKCLNet: Physics-Informed Power Flow Prediction via Hyperplane Projections
AuthorsPanteleimon Dogoulis (University of Luxembourg)*; Karim Tit (University of Luxembourg); Maxime Cordy (University of Luxembourg)
TitleKnowledge Distillation for Job Title Prediction and Project Recommendation in Open Source Communities
AuthorsXin Liu (East China Normal University); Hang Su (East China Normal University); Xuesong Lu (East China Normal University)*
TitleLearning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach
AuthorsMohamed Hassouna (Fraunhofer IEE)*; Clara Holzhüter (Fraunhofer IEE); Malte Lehna (Fraunhofer IEE); Matthijs de Jong (TenneT TSO B.V.); Jan Viebahn (TenneT TSO B.V.); Bernhard Sick (University of Kassel); Christoph Scholz (Fraunhofer IEE)
TitleLegend-Informed Symbol Recognition in Engineering Diagrams with Self-Supervised Learning
AuthorsAntonia Hain (Fraunhofer Institute for Solar Energy Systems ISE)*; Simon Gölzhäuser (Fraunhofer Institute for Solar Energy Systems ISE); Nicolas Réhault (Fraunhofer Institute for Solar Energy Systems ISE); Thomas Brox (University of Freiburg); Matthias Demant (Fraunhofer Institute for Solar Energy Systems ISE)
TitleLeveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks
AuthorsFabien Bernier (University of Luxembourg)*; Maxime Cordy (University of Luxembourg); Yves Le Traon (University of Luxembourg)
TitleLongitudinal Survey are Texts: LLM-enhanced Analysis of School Attendance in New Zealand
AuthorsTingrui Qiao (University of Auckland)*; Caroline Walker (University of Auckland); Chris Cunningham (Massey University); Adam Jang-Jones (Ministry of Education); Susan Morton (University of Technology Sydney); Kane Meissel (University of Auckland); Yun Sing Koh (University of Auckland)
TitleLow Visibility Forecasting Using Numerical Weather Prediction Data
AuthorsTopon Paul (Toshiba Corporation)*; Vidhisha Reddy (Toshiba Software (India) Pvt. Ltd); Sai Prem Kumar Ayyagari (Toshiba Software (India) Pvt. Ltd); Ryusei Shingaki (Toshiba Corporation); Kaneharu Nishino (Toshiba Corporation); Yoshiaki Shiga (Toshiba Corporation)
TitleMitigating data scarcity in polymer property prediction via multi-task auxiliary learning
AuthorsGabriel Pinheiro (UNIFESP)*; Marcos Quiles (UNIFESP); Juarez Da Silva (USP); Xiaoli Fern (Oregon State University)
TitleNear-infrared Spectroscopy and Image Classification of Refuse Derived Fuels to Increase Cement Production Quality
AuthorsJonas Fischer (Ruhr University Bochum)*; Luca Fehler (VDZ Technology gGmbH); Kevin Treiber (VDZ Technology gGmbH); Viktor Scherer ( Ruhr University Bochum)
TitleOffline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study
AuthorsAlex Beeson (University of Warwick)*; Keith Couper (University of Warwick); Giovanni Montana (University of Warwick)
TitleOn Identifying Fast Road Races: Decomposing Race Conditions and Individual Performance Level
AuthorsKlaus Brinker (University of Applied Sciences Hamm-Lippstadt)*
TitleOn the Performance of LLMs for Real Estate Appraisal
AuthorsMargot Geerts (KU Leuven)*; Manon Reusens (KU Leuven); Bart Baesens (KU Leuven); Seppe vanden Broucke (UGent); Jochen De Weerdt (KU Leuven)
TitleOrder Acquisition Under Competitive Pressure: A Rapidly Adaptive Reinforcement Learning Approach for Ride-Hailing Coupon Strategies
AuthorsFangzhou Shi (Didichuxing)*; Xiaopeng Ke (Didichuxing); Xinye Xiong (Didichuxing); Kexin Meng (Didichuxing); Chang Men (Didichuxing); Zhengdan Zhu (Didichuxing)
TitleOrdinal Aligned Domain Generalization for Sensor-based Time Series Regression
AuthorsYunchuan Shi (The University of Sydney)*; Wei Li (The University of Sydney); Albert Zomaya (The University of Sydney)
TitlePersonalized Contest Recommendation in Fantasy Sports
Authorsmadiraju srilakshmi (Dream sports )*; kartavya kothari (Dream sports); kamlesh marathe (IIT Bombay)
TitlePhysics-Based Region Clustering to Boost Inference on Computational Fluid Dynamics Flow Fields
AuthorsRiccardo Margheritti (Politecnico di Milano)*; Onofrio Semeraro (Université Paris-Saclay-CNRS); Maurizio Quadrio (Politecnico di Milano); Giacomo Boracchi (Politecnico di Milano)
TitlePreserving the World Heritage: Post-Earthquake Monitoring based on Structural Break Testing with Deep Temporal Convolutional Features
AuthorsFrancesco Dente (EURECOM)*; Andy Combey (IRD); Alix Lhéritier (Amadeus SAS); Rodrigo Acuna-Agost (Amadeus SAS); Diego Mercerat (CEREMA)
TitleProactive Detection of Model Degradation in Financial Fraud Prediction Under Label Delay
AuthorsAkshay Sethi (Mastercard)*; Priyanshi Gupta (Mastercard); Sparsh Kansotia (Mastercard); Kamal Kant (Mastercard); Nitish Srivasatava (Mastercard)
TitleProgressive Decomposition-enhanced Time-Varying Graph Neural Network for Traffic Forecasting
AuthorsJianuo Ji (Harbin Engineering University)*; Hongbin Dong (Harbin Engineering University); Xiaoping Zhang (China Academy of Chinese Medical Sciences)
TitleRAID: Root cause Anomaly Identification and Diagnosis
AuthorsJoël Ky (Université de Lorraine, CNRS, Inria, LORIA)*; Bertrand Mathieu (Orange Innovation); Abdelkader Lahmadi (Université de Lorraine, CNRS, Inria, LORIA); Minqi Wang (Orange Innovation); Nicolas Marrot (Orange Innovation); Raouf Boutaba (David R. Cheriton School of Computer Science, University of Waterloo)
TitleRisk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants
AuthorsYorick Estievenart (University of Mons)*; Sukanya Patra (University of Mons); Souhaib Ben Taieb (Mohamed bin Zayed University of Artificial Intelligence)
TitleSequential Rule Analysis of ICU Patient Vital Signals and Alarms
AuthorsMichela Venturini (KU Leuven, ITEC)*; Len Feremans (University of Antwerp); Wouter De Corte (AZ Groeninge hospital); Celine Vens (KU Leuven, ITEC)
TitleSigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology
AuthorsPaul Minchella (Centre de Recherche en Cancérologie de Lyon)*; Loic Verlingue (Centre de Recherche en Cancérologie de Lyon); Stéphane Chrétien (Laboratoire ERIC); Remi Vaucher (Laboratoire ERIC); Guillaume Metzler (Laboratoire ERIC)
TitleSparsifying instance segmentation models for efficient vision-based industrial recycling
AuthorsMelanie Neubauer (Montanuniversität Leoben)*; Ozan Özdenizci (Montanuniversität Leoben); Justus Piater (University of Innsbruck); Elmar Rueckert (Montanuniversität Leoben)
TitleSupply Framework of Physical Machine Demand in Elastic Computing Service
AuthorsZhanyu Liu (Shanghai Jiao Tong University); Xudong Zhang (Alibaba Group); Zhidong Hu (Alibaba Group); Xiejing Li (Alibaba Group); Fei Peng (Alibaba Group ); Jian Zhou (Alibaba Group); Siyu Deng (Alibaba Group); Guanjie Zheng (Shanghai Jiao Tong University)*
TitleTalk Is Cheap, Energy Is Not: Towards a Green, Context-Aware Metrics Framework for Automatic Speech Recognition
AuthorsMaria Ulan (Research Institutes of Sweden (RISE))*; Erik Johannes Husom (SINTEF); Jeriek Van den Abeele (Telenor Research & Innovation)
TitleTempEHR: A Temporal Dependency-Based Approach for Synthesizing Electronic Health Records
AuthorsEmmanuella Budu (Halmstad University)*; Amira Soliman (Halmstad University); Farzaneh Etminani (Halmstad University); Thorsteinn Rögnvaldsson (Halmstad University)
TitleTempoBiGen: A Curated Generative Model for Healthcare Mobility Logs with Visit Duration
AuthorsHieu Vu (University of Iowa)*; Alberto Segre (UNIVERSITY OF IOWA); Bijaya Adhikari (University of Iowa )
TitleText Mining from Migration Narratives
AuthorsDavid ING (CRIL - CNRS, Artois University, Lens); Fabien Delorme (CRIL - CNRS, Artois University, Lens); Said Jabbour (CRIL - CNRS, Artois University, Lens); Nelly Robin (CEPED, IRD, Paris); Lakhdar Sais (CRIL - CNRS, Artois University, Lens)*
TitleTIDS: A Thermal Imaging Dataset for Subclinical Mastitis in Dairy Sheep
AuthorsGeorge Mpotsoglou (Aristotle University of Thessaloniki); Marios Lysitsas (University of Thessaly); Dimitris Dimitriadis (Aristotle University of Thessaloniki)*; Constantina Tsokana (Aristotle University of Thessaloniki); George Valiakos (University of Thessaly); Grigorios Tsoumakas (Aristotle University of Thessaloniki)
TitleTrajectory Imputation in Multi-Agent Sports with Derivative-Accumulating Self-Ensemble
AuthorsHan-Jun Choi (KETI); Hyunsung Kim (KAIST & Fitogether); Minho Lee (Saarland University); Minchul Jeong (Weflo); Changjo Kim (Fitogether); Jinsung Yoon (Fitogether); Sang-Ki Ko (University of Seoul)*
TitleTransaction Categorization with Relational Deep Learning in QuickBooks
AuthorsKaiwen Dong (University of Notre Dame)*; Padmaja Jonnalagedda (Intuit); Xiang Gao (Intuit); Ayan Acharya (Intuit); Maria Kissa (Intuit); Mauricio Flores (Intuit); Nitesh Chawla (University of Notre Dame); Kamalika Das (Intuit)
TitleUnderstanding Rumen Methanogen Interactions in Sheep Using Machine Learning
AuthorsKatharina Dost (Jozef Stefan Institute)*; Steffen Albrecht (University of Auckland); Paul Maclean (AgResearch); Jörg Wicker (University of Auckland); Sandeep K Gupta (AgResearch)
TitleUrban Verticalization and Water Consumption: A Data-Driven approach for São Paulo
AuthorsArthur Rezende (University of são Paulo)*; André Carvalho (University of São Paulo)
TitleWho is at Risk? Analyzing the Risk of Radicalization Among Reddit Users
AuthorsEce Calikus (Uppsala University)*; Gianmarco De Francisci Morales (CENTAI); Aristides Gionis (KTH Royal Institute of Technology)
TitleWoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
AuthorsVanessa Borst (University of Wuerzburg)*; Timo Dittus (University of Wuerzburg); Tassilo Dege (University Hospital of Wuerzburg); Astrid Schmieder (University Hospital of Wuerzburg); Samuel Kounev (University of Wuerzburg)