Preliminary

Invited Lecture

1. Wide-band laser photo-acoustic spectroscopy and machine learning for breath air analysis
   Yury V. Kistenev,1 , Alexey V. Borisov,1, Vladimir V.Prishepa,1, Igor K. Lednev,2, Han Jin, 3,4 1 Tomsk State University, Tomsk 634050, Russian Federation 2 University at Albany, SUNY, Albany, NY 12222, USA 3 Institute of Micro-Nano Science and Technology, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, P. R. China 4 National Engineering Research Center for Nanotechnology, Shanghai, 200241, P. R. China

Internet Invited Lecture

1. Disease Diagnosis using multimodal FTIR spectroscopy
   Denise Maria Zezell Center for Lasers and Applications Nuclear and Energy Research Institute IPEN - CNEN Sao Paulo Brazil

Oral Report in Saratov State University

1. Deep learning for human breath research using infrared quantum cascade laser spectroscopy
   Igor L. Fufurin, 1 Pavel V. Berezhanskiy, 2 Igor S. Golyak, 1 Dmitriy R. Anfimov, 1, Anastasiya V. Scherbakova, 1 Pavel P. Demkin, 1 Olga A. Nebritova, 1 Andrey N. Morozov, 1 1 Bauman Moscow State Technical University, Moscow, Russia 2 Morozov Children’s Clinical Hospital, State Budgetary Healthcare Institution, Moscow Healthcare Pulmonology Department, Moscow, Russia
2. Investigation of medicine quality by Raman spectroscopy and machine learning methods
   Igor S. Golyak, 1 Igor L. Fufurin, 1 Dmitriy R. Anfimov, 1, Anastasiya V. Scherbakova, 1 Andrey Morozov, 1

Zoom Oral Report

1. Super-resolution reconstruction of noisy gas-mixture absorption spectra using deep learning
   Yuri.V. Kistenev,1 Viktor. E. Skiba, 1 Vladimir V. Prischepa, 1 Denis A. Vrazhnov, 1 Alexey V. Borisov 1 1 Tomsk State University, Tomsk, Russia
2. Machine learning aided classification and grading of biopsy sample
   Sindhoora K M1, Spandana K U1, Raghavendra U2, Sharada Rai3, K K Mahato1, Nirmal Mazumder1, * 1Department of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, India – 576104 2Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India -576104 3Department of Pathology, Kasturba Medical College, Mangalore, Karnataka, India – 575001 *Email: nirmal.mazumder@manipal.edu
3. Diagnosis of benign and precancerous skin conditions using bimodal spectroscopy, machine learning and Data Fusion methods
   Valentin Kupriyanov,1,2 , Walter Blondel,1 , Christian Daul,1 , Marine Amouroux,1, Yury Kistenev,2 1 The Research Center for Automatic Control (CRAN), University of Lorraine, Nancy, France 2 Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, Tomsk, Russia
4. Analysis of mouse blood serum in the dynamics of U87 glioblastoma by Terahertz spectroscopy and Machine learning
   Denis Vrazhnov,1,2, Anastasia Knyazkova,1,2, Maria Konnikova,3,4, Yury Kistenev,1,2, Alexander Shkurinov,3,4, Olga Cherkasova,4,5,6 1 Laboratory of Biophotonics, Tomsk State University, Tomsk, Russia 2 V.E. Zuev Institute of Atmospheric Optics SB RAS, Tomsk, Russia 3 Faculty of Physics, Lomonosov Moscow State University, Moscow, Russia 4 Institute on Laser and Information Technologies, Branch of the Federal Scientific Research Centre “Crystallography and Photonics” of RAS, Shatura, Russia 5 Institute of Laser Physics, Siberian Branch of the RAS, Novosibirsk, Russia

Poster

1. Hybrid protein-polymer shelled microbubbles based on albumin and N-vinyl-2-pyrrolidone copolymer as advanced ultrasound contrast agents
   Tatyana M. Estifeeva1, Roman A. Barmin2, Polina G. Rudakovskaya2, Anna M. Nechaeva1, Anna L. Luss1, Yaroslav O. Mezhuev1, Vasiliy S. Chernyshev2, Mikhail I. Shtilman1, Dmitry A. Gorin2 1Department of Biomaterials, Dmitry Mendeleev University of Chemical Technology of Russia, Miusskaya sq. 9, 125047 Moscow, Russia 2Center for Photonic Science and Engineering, Skolkovo Institute of Science and Technology, Nobel str. 3, 121205 Moscow, Russia
2. Statistical approaches for Raman spectra classifications for patients with cardiovascular deceases
   Andrey Y. Zyubin,1 Yana A. Bychkova,1, Ilia G. Samusev,1 Immanuel Kant Baltic Federal University, Kaliningrad, Russia
3. Carbon-based optical multimodal nanosensor of heavy metal ions in liquid media
   L.S. Utegenova, O.E. Sarmanova, K.A. Laptinskiy, S.A. Burikov, T.A. Dolenko Lomonosov Moscow State University, Department of Physics, Moscow, Russia
4. Biodistribution of albumin microbubbles functionalized with Photosens photodynamic dye
   Daria A. Terentyeva,1,2 Polina G. Rudakovskaya,2 Roman A. Barmin,2 Olga A. Sindeeva2,3 Olga I. Gusliakova,3 Dmitry A. Gorin,2,3 1 D. I. Mendeleev University of Chemical Technology of Russia, Moscow, Russia 2 Skolkovo Institute of Science and Technology, Moscow, Russia 3 Saratov State University, Saratov, Russia
5. Dermatoscopic image classification using the neural network model
   V.A.Derugina, I.A.Matveeva, I.A.Bratchenko
6. Distinguishing skin neoplasms using the multivariate curve resolution analysis of Raman spectra
   Irina A. Matveeva,1, Ivan A. Bratchenko,1 1 Samara National Research University, Sarama, Russia

Internet Poster

1. The effect of photodynamic therapy on wound healing in diabetes using Raman Spectroscopy in vivo
   H. Zuhayri, A.A. Samarinova, D.A. Lopez Guardado, N.A Krivova, Yu.V Kistenev* National Research Tomsk State University, Lenin Ave. 36, 634050, Tomsk, Russia