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Machine Learning with Applications
Number of Followers: 12  
 
  Full-text available via subscription Subscription journal
ISSN (Online) 2666-8270
Published by Elsevier Homepage  [2906 journals]
  • ABC: Artificial Intelligence for Bladder Cancer grading system

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      Abstract: Publication date: Available online 27 July 2022Source: Machine Learning with ApplicationsAuthor(s): Kashayar Habibi, Kayvan Tirdad, Alex Dela Cruz, Kenneth Wenger, Andrea Mari, Cynthia Kuk, Bas W.G. van Rhijn, Alexandre R. Zlotta, Theodorus H. van der Kwast, Alireza Sadeghian
       
  • Predicting NEPSE index price using deep learning models

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      Abstract: Publication date: Available online 25 July 2022Source: Machine Learning with ApplicationsAuthor(s): Nawa Raj Pokhrel, Keshab Raj Dahal, Ramchandra Rimal, Hum Nath Bhandari, Rajendra K.C. Khatri, Binod Rimal, William Edward Hahn
       
  • Hourly electricity price forecasting with NARMAX

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      Abstract: Publication date: Available online 11 July 2022Source: Machine Learning with ApplicationsAuthor(s): Catherine McHugh, Sonya Coleman, Dermot Kerr
       
  • Hybrid U-Net: Semantic segmentation of high-resolution satellite images to
           detect war destruction

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      Abstract: Publication date: Available online 9 July 2022Source: Machine Learning with ApplicationsAuthor(s): Shima Nabiee, Matthew Harding, Jonathan Hersh, Nader Bagherzadeh
       
  • Predicting customer purpose of travel in a low-cost travel environment –
           A machine learning approach

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      Abstract: Publication date: Available online 7 July 2022Source: Machine Learning with ApplicationsAuthor(s): Eyden Samunderu, Michael Farrugia
       
  • On the application of clustering for extracting driving scenarios from
           vehicle data

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      Abstract: Publication date: Available online 1 July 2022Source: Machine Learning with ApplicationsAuthor(s): Nour Chetouane, Franz Wotawa
       
  • A deep convolutional neural network-based approach for detecting burn
           severity from skin burn images

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      Abstract: Publication date: Available online 30 June 2022Source: Machine Learning with ApplicationsAuthor(s): Sayma Alam Suha, Tahsina Farah Sanam
       
  • Solving the class imbalance problem using a counterfactual method for data
           augmentation

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      Abstract: Publication date: Available online 23 June 2022Source: Machine Learning with ApplicationsAuthor(s): Mohammed Temraz, Mark T. Keane
       
  • Intelligent sampling for surrogate modeling, hyperparameter optimization,
           and data analysis

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      Abstract: Publication date: Available online 22 June 2022Source: Machine Learning with ApplicationsAuthor(s): Chandrika Kamath
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Cross-device behavioral consistency: Benchmarking and implications for
           effective android malware detection

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      Abstract: Publication date: Available online 18 June 2022Source: Machine Learning with ApplicationsAuthor(s): Alejandro Guerra-Manzanares, Martin Valbe
       
  • Time-to-event modeling for hospital length of stay prediction for COVID-19
           patients

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      Abstract: Publication date: Available online 18 June 2022Source: Machine Learning with ApplicationsAuthor(s): Yuxin Wen, Md Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter McCaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang (Bill) Tseng
       
  • Renewable energy management in smart grids by using big data analytics and
           machine learning

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      Abstract: Publication date: Available online 17 June 2022Source: Machine Learning with ApplicationsAuthor(s): Noha Mostafa, Haitham Saad Mohamed Ramadan, Omar Elfarouk
       
  • Machine learning approaches for predicting the onset time of the adverse
           drug events in oncology

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      Abstract: Publication date: Available online 17 June 2022Source: Machine Learning with ApplicationsAuthor(s): Mohan Timilsina, Meera Tandan, Vít Nováček
       
  • A metaheuristic with a neural surrogate function for Word Sense
           Disambiguation

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      Abstract: Publication date: Available online 17 June 2022Source: Machine Learning with ApplicationsAuthor(s): Azim Keshavarzian Nodehi, Nasrollah Moghadam Charkari
       
  • Predicting severely imbalanced data disk drive failures with machine
           learning models

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      Abstract: Publication date: Available online 16 June 2022Source: Machine Learning with ApplicationsAuthor(s): Jishan Ahmed, Robert Green
       
  • Machine-learning models for spatially-explicit forecasting of future
           racial segregation in US cities

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      Abstract: Publication date: Available online 15 June 2022Source: Machine Learning with ApplicationsAuthor(s): Tomasz F. Stepinski, Anna Dmowska
       
  • Personality trait prediction by machine learning using physiological data
           and driving behaviour

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      Abstract: Publication date: Available online 11 June 2022Source: Machine Learning with ApplicationsAuthor(s): Morgane Evin, Antonio Hidalgo-Munoz, Adolphe James Béquet, Fabien Moreau, Helène Tattegrain, Catherine Berthelon, Alexandra Fort, Christophe Jallais
       
  • Forecasting Bitcoin price direction with random forests: How important are
           interest rates, inflation, and market volatility'

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      Abstract: Publication date: Available online 10 June 2022Source: Machine Learning with ApplicationsAuthor(s): Syed Abul Basher, Perry Sadorsky
       
  • Jasmine: A new Active Learning approach to combat cybercrime

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      Abstract: Publication date: Available online 8 June 2022Source: Machine Learning with ApplicationsAuthor(s): Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
       
  • Pre-trained transformers: an empirical comparison

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      Abstract: Publication date: 15 September 2022Source: Machine Learning with Applications, Volume 9Author(s): Silvia Casola, Ivano Lauriola, Alberto Lavelli
       
  • Application of the VNS heuristic for feature selection in credit scoring
           problems

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      Abstract: Publication date: Available online 8 June 2022Source: Machine Learning with ApplicationsAuthor(s): Victor Gomes Helder, Tiago Pascoal Filomena, Luciano Ferreira, Guilherme Kirch
       
  • A semi-supervised learning approach for bladder cancer grading

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      Abstract: Publication date: Available online 6 June 2022Source: Machine Learning with ApplicationsAuthor(s): Kenneth Wenger, Kayvan Tirdad, Alex Dela Cruz, Andrea Mari, Mayada Basheer, Cynthia Kuk, Bas W.G. van Rhijn, Alexandre R. Zlotta, Theodorus H. van der Kwast, Alireza Sadeghian
       
  • Exact Shapley values for local and model-true explanations of decision
           tree ensembles

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      Abstract: Publication date: Available online 2 June 2022Source: Machine Learning with ApplicationsAuthor(s): Thomas W. Campbell, Heinrich Roder, Robert W. Georgantas III, Joanna Roder
       
  • Bankruptcy prediction using synthetic sampling

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      Abstract: Publication date: Available online 31 May 2022Source: Machine Learning with ApplicationsAuthor(s): John Garcia
       
  • Compressed video ensemble based pseudo-labeling for semi-supervised action
           recognition

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      Abstract: Publication date: Available online 30 May 2022Source: Machine Learning with ApplicationsAuthor(s): Hayato Terao, Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto
       
  • MLPro 1.0—Standardized reinforcement learning and game theory in
           Python

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      Abstract: Publication date: Available online 28 May 2022Source: Machine Learning with ApplicationsAuthor(s): Detlef Arend, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung
       
  • Behavior prediction based on a Commodity Utility-Behavior Sequence model

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      Abstract: Publication date: 15 September 2022Source: Machine Learning with Applications, Volume 9Author(s): Li Chen, Hui Zhu
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Autohighlight: Highlight detection in League of Legends esports broadcasts
           via crowd-sourced data

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      Abstract: Publication date: Available online 24 May 2022Source: Machine Learning with ApplicationsAuthor(s): Charles Ringer, Mihalis A. Nicolaou, James Alfred Walker
       
  • Convolutional Neural Networks for vehicle damage detection

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      Abstract: Publication date: Available online 20 May 2022Source: Machine Learning with ApplicationsAuthor(s): R.E. van Ruitenbeek, S. Bhulai
       
  • Analysis of the performance of feature optimization techniques for the
           diagnosis of machine learning-based chronic kidney disease

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      Abstract: Publication date: Available online 17 May 2022Source: Machine Learning with ApplicationsAuthor(s): Muhammad Minoar Hossain, Reshma Ahmed Swarna, Rafid Mostafiz, Pabon Shaha, Lubna Yasmin Pinky, Mohammad Motiur Rahman, Wahidur Rahman, Md. Selim Hossain, Md. Elias Hossain, Md. Sadiq Iqbal
       
  • Origin of novel coronavirus causing COVID-19: A computational biology
           study using artificial intelligence

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      Abstract: Publication date: Available online 16 May 2022Source: Machine Learning with ApplicationsAuthor(s): Thanh Thi Nguyen, Mohamed Abdelrazek, Dung Tien Nguyen, Sunil Aryal, Duc Thanh Nguyen, Sandeep Reddy, Quoc Viet Hung Nguyen, Amin Khatami, Thanh Tam Nguyen, Edbert B. Hsu, Samuel Yang
       
  • SpecRp: A spectral-based community embedding algorithm

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      Abstract: Publication date: Available online 16 May 2022Source: Machine Learning with ApplicationsAuthor(s): Camila P.S. Tautenhain, Mariá C.V. Nascimento
       
  • Deep attention-based neural networks for explainable heart sound
           classification

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      Abstract: Publication date: Available online 14 May 2022Source: Machine Learning with ApplicationsAuthor(s): Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Wolfgang Nejdl, Yoshiharu Yamamoto, Björn W. Schuller
       
  • Mining commit messages to enhance software refactorings recommendation: A
           machine learning approach

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      Abstract: Publication date: Available online 14 May 2022Source: Machine Learning with ApplicationsAuthor(s): Ally S. Nyamawe
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Predicting stock market index using LSTM

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      Abstract: Publication date: Available online 13 May 2022Source: Machine Learning with ApplicationsAuthor(s): Hum Nath Bhandari, Binod Rimal, Nawa Raj Pokhrel, Ramchandra Rimal, Keshab R. Dahal, Rajendra K.C. Khatri
       
  • Summarization of financial reports with TIBER

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      Abstract: Publication date: Available online 10 May 2022Source: Machine Learning with ApplicationsAuthor(s): Natalia Vanetik, Marina Litvak, Sophie Krimberg
       
  • Distinctive features of nonverbal behavior and mimicry in application
           interviews through data analysis and machine learning

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      Abstract: Publication date: Available online 7 May 2022Source: Machine Learning with ApplicationsAuthor(s): Sanne Roegiers, Elias Corneillie, Filip Lievens, Frederik Anseel, Peter Veelaert, Wilfried Philips
       
  • Face detection and grimace scale prediction of white furred mice

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      Abstract: Publication date: Available online 30 April 2022Source: Machine Learning with ApplicationsAuthor(s): Andrea Vidal, Sumit Jha, Shayne Hassler, Theodore Price, Carlos Busso
       
  • Leveraging the momentum effect in machine learning-based cryptocurrency
           trading

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      Abstract: Publication date: Available online 27 April 2022Source: Machine Learning with ApplicationsAuthor(s): Gian Pietro Bellocca, Giuseppe Attanasio, Luca Cagliero, Jacopo Fior
       
  • Neural network surrogate models for absorptivity and emissivity spectra of
           multiple elements

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      Abstract: Publication date: Available online 25 April 2022Source: Machine Learning with ApplicationsAuthor(s): Michael D. Vander Wal, Ryan G. McClarren, Kelli D. Humbird
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Gender bias recognition in political news articles

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      Abstract: Publication date: Available online 21 April 2022Source: Machine Learning with ApplicationsAuthor(s): Sara R. Davis, Cody J. Worsnop, Emily M. Hand
       
  • Time-aware and interpretable predictive monitoring system for Anti-Money
           Laundering

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      Abstract: Publication date: Available online 20 April 2022Source: Machine Learning with ApplicationsAuthor(s): Pavlo Tertychnyi, Mariia Godgildieva, Marlon Dumas, Madis Ollikainen
       
  • Forecasting performance of wavelet neural networks and other neural
           network topologies: A comparative study based on financial market data
           sets

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      Abstract: Publication date: Available online 18 April 2022Source: Machine Learning with ApplicationsAuthor(s): Markus Vogl, Peter Gordon Rötzel, Stefan Homes
       
  • Machine learning based medical image deepfake detection: A comparative
           study

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      Abstract: Publication date: Available online 11 April 2022Source: Machine Learning with ApplicationsAuthor(s): Siddharth Solaiyappan, Yuxin Wen
       
  • Prediction of chaotic time series using recurrent neural networks and
           reservoir computing techniques: A comparative study

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      Abstract: Publication date: Available online 9 April 2022Source: Machine Learning with ApplicationsAuthor(s): Shahrokh Shahi, Flavio H. Fenton, Elizabeth M. Cherry
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Machine learning-based identification of craniosynostosis in newborns

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Malihe Sabeti, Reza Boostani, Ehsan Moradi, Mohammad Hossein Shakoor
       
  • A study of brain networks for autism spectrum disorder classification
           using resting-state functional connectivity

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Xin Yang, Ning Zhang, Paul Schrader
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Text mining methodologies with R: An application to central bank texts

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Jonathan Benchimol, Sophia Kazinnik, Yossi Saadon
       
  • Optimal recovery of unsecured debt via interpretable reinforcement
           learning

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Michael Mark, Naveed Chehrazi, Huanxi Liu, Thomas A. Weber
       
  • Graph-based tensile strength approximation of random nonwoven materials by
           interpretable regression

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Dario Antweiler, Marc Harmening, Nicole Marheineke, Andre Schmeißer, Raimund Wegener, Pascal Welke
       
  • Scene-adaptive radar tracking with deep reinforcement learning

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Michael Stephan, Lorenzo Servadei, José Arjona-Medina, Avik Santra, Robert Wille, Georg Fischer
       
  • Masking technique based attention mechanism for off-type identification in
           plants

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): G. Jaya Brindha, E.S. Gopi
       
  • Zero-shot image classification using coupled dictionary embedding

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Mohammad Rostami, Soheil Kolouri, Zak Murez, Yuri Owechko, Eric Eaton, Kuyngnam Kim
       
  • Sampling strategies for learning-based 3D medical image compression

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Omniah H. Nagoor, Joss Whittle, Jingjing Deng, Benjamin Mora, Mark W. Jones
       
  • HARadNet: Anchor-free target detection for radar point clouds using
           hierarchical attention and multi-task learning

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
       
  • Transfer (machine) learning approaches coupled with target data
           augmentation to predict the mechanical properties of concrete

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Emily Ford, Kailasnath Maneparambil, Aditya Kumar, Gaurav Sant, Narayanan Neithalath
       
  • An extension of Synthetic Minority Oversampling Technique based on Kalman
           filter for imbalanced datasets

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Thejas G.S., Yashas Hariprasad, S.S. Iyengar, N.R. Sunitha, Prajwal Badrinath, Shasank Chennupati
       
  • Machine Learning in Materials Chemistry: An Invitation

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Daniel Packwood, Linh Thi Hoai Nguyen, Pierluigi Cesana, Guoxi Zhang, Aleksandar Staykov, Yasuhide Fukumoto, Dinh Hoa Nguyen
       
  • Fraud prediction using machine learning: The case of investment advisors
           in Canada

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Mark Eshwar Lokanan, Kush Sharma
       
  • A machine learning application in wine quality prediction

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Piyush Bhardwaj, Parul Tiwari, Kenneth Olejar, Wendy Parr, Don Kulasiri
       
  • Deriving mapping functions to tie anthropometric measurements to body mass
           index via interpretable machine learning

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): M.Z. Naser
       
  • Federated IoT attack detection using decentralized edge data

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      Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Christopher Regan, Mohammad Nasajpour, Reza M. Parizi, Seyedamin Pouriyeh, Ali Dehghantanha, Kim-Kwang Raymond Choo
       
  • Visual and structural feature combination in an interactive machine
           learning system for medical image segmentation

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      Abstract: Publication date: Available online 30 March 2022Source: Machine Learning with ApplicationsAuthor(s): Gaëtan Galisot, Jean-Yves Ramel, Thierry Brouard, Elodie Chaillou, Barthélémy Serres
       
 
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