Rajesh Shigdel
University of Bergen
22 Papers
81 Citations
Rajesh Shigdel is an academic researcher from University of Bergen. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 8, co-authored 9 publications. Previous affiliations of Rajesh Shigdel include Norwegian University of Science and Technology.
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Papers
Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.
Laura Judith Marcos-Zambrano,Kanita Karaduzovic-Hadziabdic,Tatjana Loncar Turukalo,Piotr Przymus,Vladimir Trajkovik,Oliver Aasmets,Magali Berland,Aleksandra Gruca,Jasminka Hasic,Karel Hron,Thomas Klammsteiner,Mikhail Kolev,Leo Lahti,Marta B. Lopes,Victor Moreno,Irina Naskinova,Elin Org,Inês Paciência,Georgios Papoutsoglou,Rajesh Shigdel,Blaz Stres,Baiba Vilne,Malik Yousef,Eftim Zdravevski,Ioannis Tsamardinos,Enrique Carrillo de Santa Pau,Marcus J. Claesson,Isabel Moreno-Indias,Isabel Moreno-Indias,Jaak Truu +29 more
TL;DR: In this paper, a review of the state-of-the-art ML methods and respective software applied in human microbiome studies, performed as part of the COST Action ML4Microbiome activities, is presented.
Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions.
Isabel Moreno-Indias,Isabel Moreno-Indias,Leo Lahti,Miroslava Nedyalkova,Ilze Elbere,Gennady V. Roshchupkin,Muhamed Adilovic,Onder Aydemir,Burcu Bakir-Gungor,Enrique Carrillo de Santa Pau,Domenica D'Elia,Mahesh Desai,Laurent Falquet,Laurent Falquet,Aycan Gundogdu,Karel Hron,Thomas Klammsteiner,Marta B. Lopes,Laura Judith Marcos-Zambrano,Cláudia Marques,Michael Mason,Patrick May,Lejla Pašić,Gianvito Pio,Sándor Pongor,Vasilis J. Promponas,Piotr Przymus,Julio Saez-Rodriguez,Alexia Sampri,Rajesh Shigdel,Blaz Stres,Blaz Stres,Ramona Suharoschi,Jaak Truu,Ciprian-Octavian Truica,Baiba Vilne,Dimitrios Vlachakis,Ercument Yilmaz,Georg Zeller,Aldert Zomer,David Gomez-Cabrero,Marcus J. Claesson +41 more
TL;DR: The COST Action CA18131 "ML4Microbiome" as discussed by the authors brings together microbiome researchers and machine learning experts to address current challenges such as standardization of analysis pipelines for reproducibility of data analysis results, benchmarking, improvement, or development of existing and new tools and ontologies.
Measurement of cortical porosity of the proximal femur improves identification of women with nonvertebral fragility fractures
Luai A. Ahmed,Rajesh Shigdel,Ragnar Martin Joakimsen,Odd Petter Eldevik,Erik Fink Eriksen,Ali Ghasem-Zadeh,Yohann Bala,Roger Zebaze,Ego Seeman,Åshild Bjørnerem +9 more
TL;DR: Cortical porosity is a risk factor for fracture independent of aBMD and FRAX and improves identification of women with fracture.
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Bone turnover markers are associated with higher cortical porosity, thinner cortices, and larger size of the proximal femur and non-vertebral fractures
Rajesh Shigdel,Marit Osima,Luai A. Ahmed,Ragnar Martin Joakimsen,Erik Fink Eriksen,Roger Zebaze,Åshild Bjørnerem +6 more
TL;DR: Increased BTM levels are associated with higher cortical porosity, thinner cortices, larger bone size and higher odds for fracture; and it is inferred that these changes in bone architecture are predisposing to fracture.
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The Future of DNA Barcoding: Reflections from Early Career Researchers
Danielle M. Grant,Ole Bjørn Brodnicke,Ann Evankow,André O. Ferreira,João T. Fontes,Aslak Kappel Hansen,Mads Reinholdt Jensen,Tuğba Ergül Kalaycı,Alexandra Eve Joyce Leeper,Shalaka Kiran Patil,Sebastian Prati,Anna Reunamo,Aradhana J Roberts,Rajesh Shigdel,Valentina Tyukosova,Mika Bendiksby,Rakel Blaalid,Filipe O. Costa,Peter M. Hollingsworth,Elisabeth Stur,Torbjørn Ekrem +20 more
TL;DR: Reflected opinions of early career biodiversity researchers in the form of a SWOT analysis are presented and answered on the questions: What will the future bring for DNA barcoding?
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