How can we design a new data science workflow in pathology medicine, to effectively learn tissue anatomy for cancer representation?
Mahdi S. Hosseini
- Assistant Professor
- Department of Computer Science and Software Engineering
- deep learning20
- computer vision19
- computational pathology
- representation learning2
- computer-assisted medical diagnosis5
- explainable deep learning
- data science38
- data-centric AI
- machine learning58
- stochastic optimization2
- neural architecture search
- pattern recognition21
- digital pathology
- bioimaging17
- whole slide imaging (WSI)
- image processing23
- algorithm design30
- biomedical engineering37
- artificial intelligence (AI)53
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Thomas G. Fevens
bioimaging, deep learning, computer vision
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Yang Wang
computer vision, machine learning, deep learning
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Tien D. Bui
computer vision, biometrology, artificial intelligence (AI)
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Yiming Xiao
bioimaging, biomedical engineering, image processing
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Hassan Rivaz
bioimaging, ultrasound elastography, image processing
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Salim Lahmiri
artificial intelligence (AI), data science, predictive analytics
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Essam Mansour
distributed/parallel systems, web data management, large-scale analytics on strings
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Arash Mohammadi
signal processing, information systems security, cyberphysical systems
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Nizar Bouguila
computer vision, data analytics, machine learning
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Mirco Ravanelli
deep learning, conversational AI, speech processing
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Nawwaf Kharma
synthetic biology, machine learning, biological computing
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Charalambos (Charis) Poullis
computer vision, computer graphics, deep learning
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Ching Yee Suen
pattern recognition, handwriting, design of type fonts
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Eugene Belilovsky
machine learning, deep learning, computer vision
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Leila Kosseim
computational linguistics, natural language processing (NLP), artificial intelligence (AI)
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M. Omair Ahmad
signal processing, image processing, video signal processing
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Jason Bramburger
nonlinear dynamics, complex dynamic systems, bifurcation analysis
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Kaustubha Mendhurwar
computer graphics, 3D motion capture, 3D data acquisition technologies
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Moussa Tembely
numerical simulation, multiphase flows, computational fluid dynamics
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Jia Yuan Yu
data science, decision theory, machine learning
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Yan Liu
big data, distributed/parallel systems, deep learning
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Paula Lago
healthcare information systems, ubiquitous and pervasive computing, internet of things (IoT)
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Tiberiu Popa
computer graphics, computational geometry, 3D data acquisition technologies
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Simone Brugiapaglia
data science, computational mathematics, numerical analysis
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Marta Kersten-Oertel
medical image visualization, cerebral vascular imaging, human-computer interaction (HCI)
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M. N. S. Swamy
image processing, video signal processing, statistical signal processing
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Hamid Taghavifar
connected autonomous vehicles (CAV), control systems, robotics
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Ré (Rachael) Mansbach
computational biophysics, molecular dynamics simulation, biophysical chemistry
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Tsz Ho Kwok
advanced 3D printing techniques, CAD/CAM, design automation
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Gabriel Vigliensoni
music production technologies, machine learning, deep learning
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Diego Elias Damasceno Costa
software engineering, empirical software engineering, mining software repositories
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Brandon Helfield
therapeutic ultrasound, microbubbles, ultrasound imaging
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Ali Ayub
interactive machine learning, continual learning, human-computer interaction (HCI)
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Jong Won Ma
construction engineering, construction management, construction automation
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Serguei A. Mokhov
Forensic Lucid, formal methods, software engineering
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Volker Haarslev
knowledge organization, artificial intelligence (AI), natural language processing (NLP)
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Krzysztof Dzieciolowski
business analytics, data science, artificial intelligence (AI)
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Brigitte Jaumard
autonomic networking, graph theory, operations research
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Wen Fang Xie
mechatronics, nonlinear system control, industrial robots
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Sabine Bergler
affect studies, artificial intelligence (AI), natural language processing (NLP)
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Mohsen Farhadloo
machine learning, data mining, text analytics
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Gregory Butler
bioinformatics, big data, data analytics
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Amin Hammad
building information modeling (BIM), construction automation, health monitoring of structures
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John Capobianco
lanthanide-doped nanoparticles, magnetic nanoparticles, luminescence
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Rustam Vahidov
design science, decision support systems, artificial intelligence (AI)
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Jung Kwon (John) Oh
biomedical engineering, materials science, biomacromolecules
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Chun Wang
distributed/parallel systems, e-supply chains, scheduling
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Krzysztof Skonieczny
planetary rovers, robotics, vehicle-terrain interactions
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Cody Hyndman
mathematical finance, computational finance, machine learning
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Juergen Rilling
software engineering, internet of things (IoT), software quality and best practices
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Jamshid Etezadi-Amoli
multivariate statistics, business statistics, structural equation modeling
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Sudhir Mudur
computer graphics, 3D digital imaging, 3D data acquisition
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Lyes Kadem
cardiovascular health, biomechanics, biomedical engineering
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Yong Zeng
design process, creativity, design engineering
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Ali Akgunduz
aviation industry, air traffic control, greener aviation
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Christophe Grova
neuroimaging, bioimaging, biomedical engineering
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Miao Song
cinema, interactive projection mapping, China studies
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Tse-Hsun (Peter) Chen
software testing, testing AI systems, artificial intelligence (AI)
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Mohamed Ouf
green buildings, occupant behavior, energy modeling and optimization
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Jun Cai
machine learning, distributed/parallel systems, energy efficiency
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Kun Ho Kim
empirical asset pricing, empirical finance, applied econometrics
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Mazdak Nik-Bakht
construction management, building information modeling (BIM), decision making
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Po-Han Chen
artificial intelligence (AI), computer vision, augmented reality (AR)
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Joyce H. L. Lui
child and youth care, clinical psychology, socio-emotional development
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Maryse Fortin
spine, chronic spinal disorders, bioimaging
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Tristan Glatard
big data, data analytics, distributed/parallel systems
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Abdelhak Bentaleb
multimedia systems and communication, video streaming architecture, access networks
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Habib Benali
computational neuroscience, neuroimaging, brain functions
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Emad Shihab
software engineering, mining software repositories, artificial intelligence (AI)
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Jun Yan
smart grids, cyberphysical security, machine learning
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Manar Amayri
machine learning, smart buildings, energy efficiency