Diagnosis and Classification of 17 Diseases from 1404 Subjects via Pattern Analysis of Exhaled Molecules

Author:

Nakhleh Morad K.1,Amal Haitham1,Jeries Raneen1,Broza Yoav Y.1,Aboud Manal1,Gharra Alaa1,Ivgi Hodaya1,Khatib Salam1,Badarneh Shifaa1,Har-Shai Lior2,Glass-Marmor Lea2,Lejbkowicz Izabella2,Miller Ariel2,Badarny Samih3,Winer Raz3,Finberg John4,Cohen-Kaminsky Sylvia5,Perros Frédéric5,Montani David5,Girerd Barbara5,Garcia Gilles5,Simonneau Gérald5,Nakhoul Farid6,Baram Shira7,Salim Raed7,Hakim Marwan8,Gruber Maayan9,Ronen Ohad9,Marshak Tal9,Doweck Ilana9,Nativ Ofer10,Bahouth Zaher10,Shi Da-you11,Zhang Wei11,Hua Qing-ling11,Pan Yue-yin11,Tao Li11,Liu Hu11,Karban Amir12,Koifman Eduard12,Rainis Tova13,Skapars Roberts14,Sivins Armands14,Ancans Guntis14,Liepniece-Karele Inta14,Kikuste Ilze1415,Lasina Ieva14,Tolmanis Ivars15,Johnson Douglas16ORCID,Millstone Stuart Z.17,Fulton Jennifer18,Wells John W.17,Wilf Larry H.19,Humbert Marc5,Leja Marcis1415,Peled Nir20,Haick Hossam1ORCID

Affiliation:

1. Department of Chemical Engineering and Russell Berrie Nanotechnology Institute, Technion−Israel Institute of Technology, Haifa 3200003, Israel

2. Division of Neuroimmunology and Multiple Sclerosis Center, Carmel Medical Center and Rappaport Family Faculty of Medicine, Technion−Israel Institute of Technology, Haifa 31096, Israel

3. Movement Disorders Clinic, Department of Neurology, Carmel Medical Center, and Rappaport Family Faculty of Medicine, Technion−Israel Institute of Technology, Haifa 31096, Israel

4. Department of Molecular Pharmacology, Rappaport Family Faculty of Medicine, Technion−Israel Institute of Technology, Haifa 31096, Israel

5. Univ. Paris-Sud, Faculté de Médecine, Université Paris-Saclay, AP-HP, Centre National de Référence de l′Hypertension Pulmonaire Sévère, Département Hospitalo-Universitaire (DHU) Thorax Innovation, Service de Pneumologie, Hôpital de Bicêtre, UMRS _999, INSERM and Univ. Paris−Sud, Laboratoire d’Excellence (LabEx) en Recherche sur le Médicament et l′Innovation Thérapeutique (LERMIT), Centre Chirurgical Marie Lannelongue, Le Plessis Robinson 92350, France

6. Department of Nephrology and Hypertension Baruch Padeh Medical Center, Poriya 15208, Israel

7. Department of Obstetrics and Gynecology, Emek Medical Center, Afula 18101, and Rappaport Family Faculty of Medicine, Technion−Israel Institute of Technology, Haifa 31096, Israel

8. Department of Obstetrics and Gynecology, Nazareth Hospital EMMS, Nazareth, and Faculty of Medicine in the Galilee, Bar Ilan University, Ramat Gan, Israel

9. The Department of Otolaryngology Head and Neck Surgery, Carmel Medical Center, Haifa 3436212, Israel

10. Department of Urology, Bnai Zion Medical Center, Haifa 31048, Israel

11. Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei 230032, China

12. Internal Medicine C and Gastroenterology Departments, Rambam Medical Center, Rappaport Family Faculty of Medicine, Technion−Israel Institute of Technology, Haifa 3525408, Israel

13. Department of Gastroenterology, Bnai Zion Hospital and Rappaport Family Faculty of Medicine, Technion−Israel Institute of Technology, Haifa 31096, Israel

14. Faculty of Medicine, University of Latvia, Digestive Diseases, Riga East University Hospital, 19 Rainisboulv, LV1586 Riga, Latvia

15. Digestive Diseases Centre, GASTRO, 6 Linezeraiela, LV1006 Riga, Latvia

16. Department of Radiation Oncology, Baptist Cancer Institute (BCI), 1235 San Marco Boulevard, Suite100, Jacksonville, Florida 32207, United States

17. Pulmonary and Critical Care Associates, Orange Park, Florida 32073, United States

18. Pulmonary Diseases, Baptist Medical Center, Jacksonville, Florida 32217, United States

19. Oncologic Imaging Division, Florida Radiation Oncology Group, Jacksonville, Florida 32217, United States

20. Thoracic Cancer Unit, Davidoff Cancer Center, RMC, Kaplan Street, Petach Tiqwa 49100, Israel

Funder

European Research Council

Seventh Framework Programme

Publisher

American Chemical Society (ACS)

Subject

General Physics and Astronomy,General Engineering,General Materials Science

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