TY  - JOUR
AU  - Serban, Norbert
AU  - Kupás, Dávid
AU  - Hajdu, András
AU  - Török, Péter
AU  - Harangi, Balázs
TI  - Distinguishing the Uterine Artery, the Ureter, and Nerves in Laparoscopic Surgical Images Using Ensembles of Binary Semantic Segmentation Networks
JF  - SENSORS
J2  - SENSORS-BASEL
VL  - 24
PY  - 2024
IS  - 9
SP  - 1
EP  - 12
PG  - 12
SN  - 1424-8220
DO  - 10.3390/s24092926
UR  - https://m2.mtmt.hu/api/publication/34850523
ID  - 34850523
AB  - Performing a minimally invasive surgery comes with a significant advantage regarding rehabilitating the patient after the operation. But it also causes difficulties, mainly for the surgeon or expert who performs the surgical intervention, since only visual information is available and they cannot use their tactile senses during keyhole surgeries. This is the case with laparoscopic hysterectomy since some organs are also difficult to distinguish based on visual information, making laparoscope-based hysterectomy challenging. In this paper, we propose a solution based on semantic segmentation, which can create pixel-accurate predictions of surgical images and differentiate the uterine arteries, ureters, and nerves. We trained three binary semantic segmentation models based on the U-Net architecture with the EfficientNet-b3 encoder; then, we developed two ensemble techniques that enhanced the segmentation performance. Our pixel-wise ensemble examines the segmentation map of the binary networks on the lowest level of pixels. The other algorithm developed is a region-based ensemble technique that takes this examination to a higher level and makes the ensemble based on every connected component detected by the binary segmentation networks. We also introduced and trained a classic multi-class semantic segmentation model as a reference and compared it to the ensemble-based approaches. We used 586 manually annotated images from 38 surgical videos for this research and published this dataset.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Fábri, Csaba
AU  - Halász, Gábor
AU  - Cederbaum, Lorenz S.
AU  - Vibók, Ágnes
TI  - Impact of Cavity on Molecular Ionization Spectra
JF  - JOURNAL OF PHYSICAL CHEMISTRY LETTERS
J2  - J PHYS CHEM LETT
VL  - 15
PY  - 2024
IS  - 17
SP  - 4655
EP  - 4661
PG  - 7
SN  - 1948-7185
DO  - 10.1021/acs.jpclett.4c00247
UR  - https://m2.mtmt.hu/api/publication/34834957
ID  - 34834957
N1  - HUN-REN−ELTE Complex Chemical Systems Research Group, Budapest, H-1518, Hungary            
            Department of Theoretical Physics, University of Debrecen, Debrecen, H-4002, Hungary            
            Department of Information Technology, University of Debrecen, Debrecen, H-4002, Hungary            
            Theoretische Chemie, Physikalisch-Chemisches Institut, Universität Heidelberg, Heidelberg, D-69120, Germany            
            ELI-ALPS, ELI-HU Non-Profit Ltd, Dugonics tér 13, Szeged, H-6720, Hungary            
            Export Date: 13 May 2024            
            Correspondence Address: Fábri, C.; HUN-REN−ELTE Complex Chemical Systems Research GroupHungary; email: ficsaba@staff.elte.hu            
            Correspondence Address: Vibók, A.; Department of Theoretical Physics, Hungary; email: vibok@phys.unideb.hu            
            Funding details: Deutsche Forschungsgemeinschaft, DFG            
            Funding details: Nemzeti Kutatási Fejlesztési és Innovációs Hivatal, NKFIH, K146096            
            Funding details: Nemzeti Kutatási Fejlesztési és Innovációs Hivatal, NKFIH            
            Funding text 1: The authors are indebted to NKFIH for funding (Grant No. K146096). The work performed in Budapest received funding from the HUN-REN Hungarian Research Network. Financial support by the Deutsche Forschungsgemeinschaft (DFG) (Grant No. CE 10/56-1) is gratefully acknowledged.
AB  - Ionization phenomena are widely studied for decades. With the advent of cavity technology, the question arises how the presence of quantum light affects the ionization of molecules. As the ionization spectrum is recorded from the ground state of the neutral molecule, it is usually possible to choose cavities which do not change the ground state of the target, but can have a significant impact on the ion and the ionization spectrum. Particularly interesting are cases where the produced ion exhibits conical intersections between its close-lying electronic states which is known to give rise to substantial nonadiabatic effects. We demonstrate by an explicit realistic example that vibrational modes not relevant in the absence of the cavity do play a decisive role when the molecule is in the cavity. In this example, dynamical symmetry breaking is responsible for the coupling between the ion and the cavity and the high spatial symmetry enables a control of their activity via the molecular orientation relative to the cavity field polarization. Significant impact on the spectrum by the cavity is found and shown to even substantially increase when less symmetric molecules are considered.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Abdulameer, N.J.
AU  - Acharya, U.
AU  - Adare, A.
AU  - Aidala, C.
AU  - Ajitanand, N.N.
AU  - Akiba, Y.
AU  - Alfred, M.
AU  - Apadula, N.
AU  - Asano, H.
AU  - Azmoun, B.
AU  - Babintsev, V.
AU  - Bai, M.
AU  - Bandara, N.S.
AU  - Bannier, B.
AU  - Barish, K.N.
AU  - Bathe, S.
AU  - Bazilevsky, A.
AU  - Beaumier, M.
AU  - Beckman, S.
AU  - Belmont, R.
AU  - Berdnikov, A.
AU  - Berdnikov, Y.
AU  - Bichon, L.
AU  - Blankenship, B.
AU  - Blau, D.S.
AU  - Bok, J.S.
AU  - Borisov, V.
AU  - Boyle, K.
AU  - Brooks, M.L.
AU  - Bryslawskyj, J.
AU  - Bumazhnov, V.
AU  - Campbell, S.
AU  - Canoa, Roman V.
AU  - Chen, C.-H.
AU  - Chiu, M.
AU  - Chi, C.Y.
AU  - Choi, I.J.
AU  - Choi, J.B.
AU  - Chujo, T.
AU  - Citron, Z.
AU  - Connors, M.
AU  - Corliss, R.
AU  - Corrales, Morales Y.
AU  - Csanád, Máté
AU  - Csörgő, Tamás
AU  - Danley, T.W.
AU  - Datta, A.
AU  - Daugherity, M.S.
AU  - David, G.
AU  - Dean, C.T.
AU  - Deblasio, K.
AU  - Dehmelt, K.
AU  - Denisov, A.
AU  - Deshpande, A.
AU  - Desmond, E.J.
AU  - Dion, A.
AU  - Diss, P.B.
AU  - Do, J.H.
AU  - Doomra, V.
AU  - Drees, A.
AU  - Drees, K.A.
AU  - Durham, J.M.
AU  - Durum, A.
AU  - Enokizono, A.
AU  - Esha, R.
AU  - Fadem, B.
AU  - Fan, W.
AU  - Feege, N.
AU  - Fields, D.E.
AU  - Finger, M.
AU  - Finger, M.
AU  - Firak, D.
AU  - Fitzgerald, D.
AU  - Fokin, S.L.
AU  - Frantz, J.E.
AU  - Franz, A.
AU  - Frawley, A.D.
AU  - Gallus, P.
AU  - Gal, C.
AU  - Garg, P.
AU  - Ge, H.
AU  - Giles, M.
AU  - Giordano, F.
AU  - Glenn, A.
AU  - Goto, Y.
AU  - Grau, N.
AU  - Greene, S.V.
AU  - Grosse, Perdekamp M.
AU  - Gunji, T.
AU  - Guo, T.
AU  - Hachiya, T.
AU  - Haggerty, J.S.
AU  - Hahn, K.I.
AU  - Hamagaki, H.
AU  - Hamilton, H.F.
AU  - Hanks, J.
AU  - Han, S.Y.
AU  - Harvey, M.
AU  - Hasegawa, S.
AU  - Haseler, T.O.S.
AU  - Hashimoto, K.
AU  - Hemmick, T.K.
AU  - He, X.
AU  - Hill, J.C.
AU  - Hodges, A.
AU  - Hollis, R.S.
AU  - Homma, K.
AU  - Hong, B.
AU  - Hoshino, T.
AU  - Hotvedt, N.
AU  - Huang, J.
AU  - Imai, K.
AU  - Inaba, M.
AU  - Iordanova, A.
AU  - Isenhower, D.
AU  - Ivanishchev, D.
AU  - Jacak, B.V.
AU  - Jezghani, M.
AU  - Jiang, X.
AU  - Ji, Z.
AU  - Johnson, B.M.
AU  - Jouan, D.
AU  - Jumper, D.S.
AU  - Kanda, S.
AU  - Kang, J.H.
AU  - Kawall, D.
AU  - Kazantsev, A.V.
AU  - Key, J.A.
AU  - Khachatryan, V.
AU  - Khanzadeev, A.
AU  - Khatiwada, A.
AU  - Kimelman, B.
AU  - Kim, C.
AU  - Kim, D.J.
AU  - Kim, E.-J.
AU  - Kim, G.W.
AU  - Kim, M.
AU  - Kim, T.
AU  - Kincses, Dániel
AU  - Kingan, A.
AU  - Kistenev, E.
AU  - Kitamura, R.
AU  - Klatsky, J.
AU  - Kleinjan, D.
AU  - Kline, P.
AU  - Koblesky, T.
AU  - Komkov, B.
AU  - Kotov, D.
AU  - Kovacs, L.
AU  - Kurgyis, Bálint
AU  - Kurita, K.
AU  - Kurosawa, M.
AU  - Kwon, Y.
AU  - Lajoie, J.G.
AU  - Larionova, D.
AU  - Lebedev, A.
AU  - Lee, S.
AU  - Lee, S.H.
AU  - Leitch, M.J.
AU  - Lewis, N.A.
AU  - Lim, S.H.
AU  - Liu, M.X.
AU  - Li, X.
AU  - Li, X.
AU  - Loomis, D.A.
AU  - Lynch, D.
AU  - Lökös, Sándor
AU  - Majoros, Tamás
AU  - Makdisi, Y.I.
AU  - Makek, M.
AU  - Manion, A.
AU  - Manko, V.I.
AU  - Mannel, E.
AU  - McCumber, M.
AU  - McGaughey, P.L.
AU  - McGlinchey, D.
AU  - McKinney, C.
AU  - Meles, A.
AU  - Mendoza, M.
AU  - Mignerey, A.C.
AU  - Milov, A.
AU  - Mishra, D.K.
AU  - Mitchell, J.T.
AU  - Mitrankova, M.
AU  - Mitrankov, I.
AU  - Miyasaka, S.
AU  - Mizuno, S.
AU  - Mohamed, A.
AU  - Mohanty, A.K.
AU  - Mondal, M.M.
AU  - Montuenga, P.
AU  - Moon, T.
AU  - Morrison, D.P.
AU  - Moukhanova, T.V.
AU  - Mulilo, B.
AU  - Murakami, T.
AU  - Murata, J.
AU  - Mwai, A.
AU  - Nagashima, K.
AU  - Nagle, J.L.
AU  - Nagy, Márton
AU  - Nakagawa, I.
AU  - Nakagomi, H.
AU  - Nakano, K.
AU  - Nattrass, C.
AU  - Nelson, S.
AU  - Netrakanti, P.K.
AU  - Niida, T.
AU  - Nishimura, S.
AU  - Nouicer, R.
AU  - Novitzky, N.
AU  - Novák, Tamás
AU  - Nukazuka, G.
AU  - Nyanin, A.S.
AU  - O'Brien, E.
AU  - Ogilvie, C.A.
AU  - Orjuela, Koop J.D.
AU  - Orosz, M.
AU  - Osborn, J.D.
AU  - Oskarsson, A.
AU  - Ozawa, K.
AU  - Pak, R.
AU  - Pantuev, V.
AU  - Papavassiliou, V.
AU  - Park, J.S.
AU  - Park, S.
AU  - Patel, M.
AU  - Pate, S.F.
AU  - Peng, J.-C.
AU  - Peng, W.
AU  - Perepelitsa, D.V.
AU  - Perera, G.D.N.
AU  - Peressounko, D.Y.
AU  - Perezlara, C.E.
AU  - Perry, J.
AU  - Petti, R.
AU  - Pinkenburg, C.
AU  - Pinson, R.
AU  - Pisani, R.P.
AU  - Potekhin, M.
AU  - Pun, A.
AU  - Purschke, M.L.
AU  - Radzevich, P.V.
AU  - Rak, J.
AU  - Ramasubramanian, N.
AU  - Ramson, B.J.
AU  - Ravinovich, I.
AU  - Read, K.F.
AU  - Reynolds, D.
AU  - Riabov, V.
AU  - Riabov, Y.
AU  - Richford, D.
AU  - Rinn, T.
AU  - Rolnick, S.D.
AU  - Rosati, M.
AU  - Rowan, Z.
AU  - Rubin, J.G.
AU  - Runchey, J.
AU  - Sahlmueller, B.
AU  - Saito, N.
AU  - Sakaguchi, T.
AU  - Sako, H.
AU  - Samsonov, V.
AU  - Sarsour, M.
AU  - Sato, S.
AU  - Schaefer, B.
AU  - Schmoll, B.K.
AU  - Sedgwick, K.
AU  - Seidl, R.
AU  - Sen, A.
AU  - Seto, R.
AU  - Sett, P.
AU  - Sexton, A.
AU  - Sharma, D.
AU  - Shein, I.
AU  - Shi, Z.
AU  - Shibata, M.
AU  - Shibata, T.-A.
AU  - Shigaki, K.
AU  - Shimomura, M.
AU  - Shukla, P.
AU  - Sickles, A.
AU  - Silva, C.L.
AU  - Silvermyr, D.
AU  - Singh, B.K.
AU  - Singh, C.P.
AU  - Singh, V.
AU  - Slunečka, M.
AU  - Smith, K.L.
AU  - Snowball, M.
AU  - Soltz, R.A.
AU  - Sondheim, W.E.
AU  - Sorensen, S.P.
AU  - Sourikova, I.V.
AU  - Stankus, P.W.
AU  - Stepanov, M.
AU  - Stoll, S.P.
AU  - Sugitate, T.
AU  - Sukhanov, A.
AU  - Sumita, T.
AU  - Sun, J.
AU  - Sun, Z.
AU  - Sziklai, János István
AU  - Takahama, R.
AU  - Taketani, A.
AU  - Tanida, K.
AU  - Tannenbaum, M.J.
AU  - Tarafdar, S.
AU  - Taranenko, A.
AU  - Tieulent, R.
AU  - Timilsina, A.
AU  - Todoroki, T.
AU  - Tomášek, M.
AU  - Towell, C.L.
AU  - Towell, R.
AU  - Towell, R.S.
AU  - Tserruya, I.
AU  - Ueda, Y.
AU  - Ujvári, Balázs
AU  - Van, Hecke H.W.
AU  - Velkovska, J.
AU  - Virius, M.
AU  - Vrba, V.
AU  - Wang, X.R.
AU  - Wang, Z.
AU  - Watanabe, Y.
AU  - Watanabe, Y.S.
AU  - Wei, F.
AU  - White, A.S.
AU  - Wong, C.P.
AU  - Woody, C.L.
AU  - Wysocki, M.
AU  - Xia, B.
AU  - Xue, L.
AU  - Yalcin, S.
AU  - Yamaguchi, Y.L.
AU  - Yanovich, A.
AU  - Yin, Z.
AU  - Yoon, I.
AU  - Yoo, J.H.
AU  - Yushmanov, I.E.
AU  - Yu, H.
AU  - Zajc, W.A.
AU  - Zelenski, A.
AU  - Zhou, S.
AU  - Zou, L.
TI  - Nonprompt direct-photon production in Au+Au collisions at sNN =200 GeV
JF  - PHYSICAL REVIEW C
J2  - PHYS REV C
VL  - 109
PY  - 2024
IS  - 4
PG  - 25
SN  - 2469-9985
DO  - 10.1103/PhysRevC.109.044912
UR  - https://m2.mtmt.hu/api/publication/34824673
ID  - 34824673
N1  - Abilene Christian University, Abilene, TX 79699, United States            
            Department of Physics, Augustana University, Sioux Falls, SD 57197, United States            
            Department of Physics, Banaras Hindu University, Varanasi, 221005, India            
            Bhabha Atomic Research Centre, Bombay, 400 085, India            
            Baruch College, City University of New York, New York, NY 10010, United States            
            Collider-Accelerator Department, Brookhaven National Laboratory, Upton, NY 11973-5000, United States            
            Physics Department, Brookhaven National Laboratory, Upton, NY 11973-5000, United States            
            University of California-Riverside, Riverside, CA 92521, United States            
            Faculty of Mathematics and Physics, Charles University, Troja, Prague, 180 00, Czech Republic            
            Science and Technology on Nuclear Data Laboratory, China Institute of Atomic Energy, Beijing, 102413, China            
            Center for Nuclear Study, Graduate School of Science, University of Tokyo, 7-3-1 Hongo, Bunkyo, Tokyo, 113-0033, Japan            
            University of Colorado, Boulder, CO 80309, United States            
            Columbia University, New York, NY 10027, United States            
            Nevis Laboratories, Irvington, NY 10533, United States            
            Czech Technical University, Zikova 4, Prague 6, 166 36, Czech Republic            
            Debrecen University, Egyetem tér 1, Debrecen, H-4010, Hungary            
            ELTE, Eötvös Loránd University, Pázmány P.s. 1/A, Budapest, H-1117, Hungary            
            Ewha Womans University, Seoul, 120-750, South Korea            
            Florida A and M University, Tallahassee, FL 32307, United States            
            Florida State University, Tallahassee, FL 32306, United States            
            Georgia State University, Atlanta, GA 30303, United States            
            Hiroshima University, Kagamiyama, Higashi-Hiroshima, 739-8526, Japan            
            Department of Physics and Astronomy, Howard University, Washington, DC 20059, United States            
            IHEP Protvino, State Research Center of Russian Federation, Institute for High Energy Physics, Protvino, 142281, Russian Federation            
            University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States            
            Institute for Nuclear Research, Russian Academy of Sciences, Prospekt 60 Letiya Oktyabrya 7a, Moscow, 117312, Russian Federation            
            Institute of Physics, Academy of Sciences of the Czech Republic, Na Slovance 2, Prague 8, 182 21, Czech Republic            
            Iowa State University, Ames, IA 50011, United States            
            Advanced Science Research Center, Japan Atomic Energy Agency, 2-4 Shirakata Shirane, Tokai-mura, Ibaraki-ken, Naka-gun, 319-1195, Japan            
            Jeonbuk National University, Jeonju, 54896, South Korea            
            Helsinki Institute of Physics, University of Jyväskylä, P.O. Box 35, Jyväskylä, FI-40014, Finland            
            KEK, High Energy Accelerator Research Organization, Ibaraki, Tsukuba, 305-0801, Japan            
            Korea University, Seoul, 02841, South Korea            
            National Research Center, Kurchatov Institute, Moscow, 123098, Russian Federation            
            Kyoto University, Kyoto, 606-8502, Japan            
            Lawrence Livermore National Laboratory, Livermore, CA 94550, United States            
            Los Alamos National Laboratory, Los Alamos, NM 87545, United States            
            Department of Physics, Lund University, Box 118, Lund, SE-221 00, Sweden            
            IPNL, CNRS, IN2P3, Université Lyon, Université Lyon 1, Villeurbanne, F-69622, France            
            University of Maryland, College Park, MD 20742, United States            
            Department of Physics, University of Massachusetts, Amherst, MA 01003-9337, United States            
            MATE, Laboratory of Femtoscopy, Károly Róbert Campus, Gyöngyös, Hungary            
            Department of Physics, University of Michigan, Ann Arbor, MI 48109-1040, United States            
            Mississippi State University, Mississippi State, MS 39762, United States            
            Muhlenberg College, Allentown, PA 18104-5586, United States            
            Nara Women's University, Kita-uoya,Nishi-machi, Nara, 630-8506, Japan            
            National Research Nuclear University, MEPhI, Moscow Engineering Physics Institute, Moscow, 115409, Russian Federation            
            University of New Mexico, Albuquerque, NM 87131, United States            
            New Mexico State University, Las Cruces, NM 88003, United States            
            Physics and Astronomy Department, University of North Carolina at Greensboro, Greensboro, NC 27412, United States            
            Department of Physics and Astronomy, Ohio University, Athens, OH 45701, United States            
            Oak Ridge National Laboratory, Oak Ridge, TN 37831, United States            
            IPN-Orsay, Université Paris-Sud, CNRS, IN2P3, Université Paris-Saclay, BP 1, Orsay, F-91406, France            
            Peking University, Beijing, 100871, China            
            PNPI, Petersburg Nuclear Physics Institute, Leningrad Region, Gatchina, 188300, Russian Federation            
            Pusan National University, Pusan, 46241, South Korea            
            RIKEN Nishina Center for Accelerator-Based Science, Saitama, Wako, 351-0198, Japan            
            RIKEN BNL Research Center, Brookhaven National Laboratory, Upton, NY 11973-5000, United States            
            Physics Department, Rikkyo University, 3-34-1 Nishi-Ikebukuro, Toshima, Tokyo, 171-8501, Japan            
            Saint Petersburg State Polytechnic University, St. Petersburg, 195251, Russian Federation            
            Department of Physics and Astronomy, Seoul National University, Seoul, 151-742, South Korea            
            Chemistry Department, Stony Brook University, SUNY, Stony Brook, NY 11794-3400, United States            
            Department of Physics and Astronomy, Stony Brook University, SUNY, Stony Brook, NY 11794-3800, United States            
            University of Tennessee, Knoxville, TN 37996, United States            
            Texas Southern University, Houston, TX 77004, United States            
            Department of Physics, Tokyo Institute of Technology, Oh-okayama, Meguro, Tokyo, 152-8551, Japan            
            Tomonaga Center for the History of the Universe, University of Tsukuba, Ibaraki, Tsukuba, 305, Japan            
            Vanderbilt University, Nashville, TN 37235, United States            
            Weizmann Institute, Rehovot, 76100, Israel            
            Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Hungarian Academy of Sciences (Wigner RCP, RMKI), P.O. Box 49, Budapest 114, H-1525, Hungary            
            Yonsei University, IPAP, Seoul, 120-749, South Korea            
            Department of Physics, Faculty of Science, University of Zagreb, Bijenička c. 32, Zagreb, HR-10002, Croatia            
            Department of Physics, School of Natural Sciences, University of Zambia, Great East Road Campus, Box 32379, Lusaka, Zambia            
            Export Date: 22 May 2024
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Szabó, Máté
TI  - Building Ensemble Models with Web Services on Microservice Architecture
JF  - INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS
J2  - INFORMATICA (LJUBLJANA)
VL  - 48
PY  - 2024
IS  - 7
SP  - 1
EP  - 10
PG  - 10
SN  - 0350-5596
DO  - 10.31449/inf.v48i7.4918
UR  - https://m2.mtmt.hu/api/publication/34805117
ID  - 34805117
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Kiss, Emőke
AU  - Mester, Tamás
AU  - Balla, Dániel
TI  - A klímaaggodalmak és környezetbarát viselkedés kapcsolatának és jellemzőinek feltárása Debrecenben
JF  - TERÜLETI STATISZTIKA
J2  - TERÜLETI STATISZTIKA
PY  - 2024
SN  - 0018-7828
UR  - https://m2.mtmt.hu/api/publication/34801314
ID  - 34801314
AB  - A klímaváltozás kihívásainak és alkalmazkodási lehetőségeinek elemzésekor a
klímaaggodalmak és a környezetbarát viselkedés kapcsolatának kérdésköre is gyakran
felvetődik. A 2020-ban kitört COVID-19 világjárvány elterelte az emberek figyelmét a
klímaváltozásról, így a lakosság klímaaggodalmainak feltárása nagyon fontossá vált ebben az
időszakban. Kutatásunkban mintaterületként egy kelet-közép-európai várost, Magyarország
második legnépesebb települését, Debrecent, Hajdú-Bihar vármegyeszékhelyét választottuk.
Munkánk során kérdőíves felmérést végeztünk 2020-ban a lakosok körében (N=200).
Tanulmányunk fő célja a klímaaggodalmak és a környezetbarát viselkedés kapcsolatának
vizsgálata és feltárása volt. A klímaaggodalom, a környezetbarát viselkedés és a kiválasztott
prediktorok közötti kapcsolat szorosságát, erősségét és intenzitását korrelációelemzéssel
vizsgáltuk, a regresszióelemzés a kiválasztott változók hatását és kapcsolatát vizsgálta.
Kimutattuk, hogy a lakosok Klímaaggodalom Indexe (KAI) és Környezetbarát Viselkedés
Indexe (KVI) magas. Kutatásunkban a korrelációelemzés egyik legfontosabb eredménye, hogy
a KAI és KVI között egyáltalán nem találtunk szignifikáns kapcsolatot, tehát a kettő nem
függött össze mintánkban. Másik fontos eredményük, hogy a KVI és a Kockázatérzékelés
Indexek (KI) között sem mutatható ki szignifikáns kapcsolat, ugyanakkor a KAI és a KI között
szignifikánsan pozitív irányú, közepes erősségű kapcsolatot fedeztünk fel. A többváltozós
lineáris regresszióelemzésekben a demográfiai faktorok csak enyhén mérsékelték a változók
hatását a KAI-ra és KVI-re. Eredményeink alátámasztják azokat a tanulmányokat, amelyek
szerint az egyének klímaaggodalma nem vezet következetesen környezetbarát magatartáshoz.
LA  - Hungarian
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Al-Hamadani, Mokhaled N. A.
AU  - Fadhel, Mohammed A.
AU  - Alzubaidi, Laith
AU  - Harangi, Balázs
TI  - Reinforcement Learning Algorithms and Applications in Healthcare and Robotics: A Comprehensive and Systematic Review
JF  - SENSORS
J2  - SENSORS-BASEL
VL  - 24
PY  - 2024
IS  - 8
SP  - 1
EP  - 42
PG  - 42
SN  - 1424-8220
DO  - 10.3390/s24082461
UR  - https://m2.mtmt.hu/api/publication/34796795
ID  - 34796795
AB  - Reinforcement learning (RL) has emerged as a dynamic and transformative paradigm in artificial intelligence, offering the promise of intelligent decision-making in complex and dynamic environments. This unique feature enables RL to address sequential decision-making problems with simultaneous sampling, evaluation, and feedback. As a result, RL techniques have become suitable candidates for developing powerful solutions in various domains. In this study, we present a comprehensive and systematic review of RL algorithms and applications. This review commences with an exploration of the foundations of RL and proceeds to examine each algorithm in detail, concluding with a comparative analysis of RL algorithms based on several criteria. This review then extends to two key applications of RL: robotics and healthcare. In robotics manipulation, RL enhances precision and adaptability in tasks such as object grasping and autonomous learning. In healthcare, this review turns its focus to the realm of cell growth problems, clarifying how RL has provided a data-driven approach for optimizing the growth of cell cultures and the development of therapeutic solutions. This review offers a comprehensive overview, shedding light on the evolving landscape of RL and its potential in two diverse yet interconnected fields.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Oláh, Csaba Zsolt
AU  - Czakó, Judit
AU  - Godó, Zoltán Attila
AU  - Farkas, Mária
AU  - Papp, Miklós
AU  - Czabajszki, Máté
TI  - Co-infection of SARS-CoV-2 and Clostridioides difficile in elderly patients treated in a neurosurgery postoperative care unit (Idegsebészeti posztoperatív őrzőben kezelt idős betegek SARS-CoV-2 és Clostridioides difficile kombinált fertőzése)
JF  - ORVOSI HETILAP
J2  - ORV HETIL
VL  - 165
PY  - 2024
IS  - 12
SP  - 464
EP  - 469
PG  - 6
SN  - 0030-6002
DO  - 10.1556/650.2024.32975
UR  - https://m2.mtmt.hu/api/publication/34780693
ID  - 34780693
AB  - A COVID–19-pandémia során fellépő Clostridioides difficile fertőzés incidenciájával kapcsolatban egymással ellentétes eredmények ismertek: számos tanulmány szerint növekedett, míg más tanulmányok szerint csökkent. A második COVID–19-hullám tetőfokán idegsebészeti posztoperatív őrzőnkben 11, intenzív ellátást igénylő beteget kezeltünk. A 11 betegből 7 COVID–19-pozitív lett, és közülük 4 betegnél még C. difficile fertőzés is kialakult. A 4-ből 2 beteget elveszítettünk. Bár megfigyeléseinket kevés beteg ellátása során gyűjtöttük, úgy ítéljük meg, hogy súlyos állapotú betegeknél a SARS-CoV-2 és a C. difficile együttes fertőzése többletkockázatot jelent. A COVID–19-ben alkalmazott, széles spektrumú szisztémás antibiotikumok használata növelheti a C. difficile infekció rizikóját. Jól átgondolt infekciókontroll, a megfelelő higiéné betartása, az alkoholos kézfertőtlenítők mellett a rendszeres szappanos kézmosások mérsékelhetik a nosocomialis C. difficile fertőzések számát. Orv Hetil. 2024; 165(12): 464–469.
LA  - Hungarian
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Fábri, Csaba
AU  - Csehi, András
AU  - Halász, Gábor
AU  - Cederbaum, Lorenz S.
AU  - Vibók, Ágnes
TI  - Classical and quantum light-induced non-adiabaticity in molecular systems
JF  - AVS QUANTUM SCIENCE
J2  - AVS QUANTUM SCI
VL  - 6
PY  - 2024
IS  - 2
PG  - 19
SN  - 2639-0213
DO  - 10.1116/5.0191522
UR  - https://m2.mtmt.hu/api/publication/34779048
ID  - 34779048
N1  - Funding Agency and Grant Number: NKFIH [K128396, K146096]; HUN-REN Hungarian Research Network; Deutsche Forschungsgemeinschaft (DFG) [CE 10/56-1]; Janos Bolyai Research Scholarship of the Hungarian Academy of Sciences [BO/00474/22/11]
            Funding text: The authors are indebted to NKFIH for funding (Grant Nos. K128396 and K146096). The work performed in Budapest received funding from the HUN-REN Hungarian Research Network. Financial support by the Deutsche Forschungsgemeinschaft (DFG) (Grant No. CE 10/56-1) is gratefully acknowledged. A.C. is grateful for the support of the Janos Bolyai Research Scholarship (No. BO/00474/22/11) of the Hungarian Academy of Sciences. L.S.C., & Aacute;.V., and G.J.H. thank Nimrod Moiseyev for many fruitful discussions and for a long-term collaboration. & Aacute;.V. thanks Claudiu Genes for valuable discussions.
AB  - The exchange of energy between electronic and nuclear motion is the origin of non-adiabaticity and plays an important role in many molecular phenomena and processes. Conical intersections (CIs) of different electronic potential energy surfaces lead to the most singular non-adiabaticity and have been intensely investigated. The coupling of light and matter induces conical intersections, which are termed light-induced conical intersections (LICIs). There are two kinds of LICIs, those induced by classical (laser) light and those by quantum light like that provided by a cavity. The present work reviews the subject of LICIs, discussing the achievements made so far. Particular attention is paid to comparing classical and quantum LICIs, their similarities and differences and their relationship to naturally occurring CIs. In contrast to natural CIs, the properties of which are dictated by nature, the properties of their light-induced counterparts are controllable by choosing the frequency and intensity (or coupling to the cavity) of the external light source. This opens the door to inducing and manipulating various kinds of non-adiabatic effects. Several examples of diatomic and polyatomic molecules are presented covering both dynamics and spectroscopy. The computational methods employed are discussed as well. To our opinion, the young field of LICIs and their impact shows much future potential.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Kátai, Zoltán
AU  - Osztián, Pálma Rozália
AU  - Iclanzan, Dávid András
TI  - Enacting algorithms: Evolution of the algorythmics storytelling
JF  - EDUCATION AND INFORMATION TECHNOLOGIES
J2  - EDUC INF TECHNOL
VL  - 29
PY  - 2024
SP  - 1
SN  - 1360-2357
DO  - 10.1007/s10639-024-12617-y
UR  - https://m2.mtmt.hu/api/publication/34778079
ID  - 34778079
AB  - Visual storytelling, particularly through dance choreographies as showcased in previous AlgoRythmics performances, has been effective in communicating relatively straightforward algorithms in an engaging and memorable way. Nevertheless, when addressing complex algorithmic concepts, an approach with greater expressiveness and flexibility becomes necessary. Consequently, this study introduces stage performances as an innovative solution, using cinematic representation to successfully convey and communicate these intricate concepts and processes. To evaluate the effectiveness of this approach, a short film was designed, produced, and showcased to a second-semester CS2 university course audience studying programming techniques. Following an opening scene that establishes the context, the subsequent three acts vividly depict ad hoc, greedy, and dynamic programming solutions in response to the posed programming challenge. After the screening, a questionnaire was administered, built on four key constructs of the Technology Acceptance Model, as well as other potential facilitating factors. The study reveals 100% positive perceptions of educational benefits, with the vast majority of students expressing agreement regarding the utility, enjoyment, engagement, creativity, filmic quality, and cognitive benefits of short films. Additionally, a remarkable 96% reported the intent to utilize this approach. Our subsequent Structural Equation Modeling analysis discovered that students whose learning styles were in sync with this approach demonstrated a robust correlation between their perception of the method’s value, their enjoyment of the process, and their overall attitude towards this pedagogical method. This study confirms the potential of visual storytelling through short films as an effective tool for delivering programming education. The findings provide valuable insights for computer science educators seeking to engage learners and convey complex information in an attractive and effective way.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Mihálydeák, Tamás
AU  - Kádek, Tamás
AU  - Nagy, Dávid
AU  - Chakraborty, Mihir K.
TI  - Intensions and extensions of granules: A two-component treatment
JF  - INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
J2  - INT J APPROX REASON
VL  - 169
PY  - 2024
SP  - 1
EP  - 15
PG  - 15
SN  - 0888-613X
DO  - 10.1016/j.ijar.2024.109182
UR  - https://m2.mtmt.hu/api/publication/34776900
ID  - 34776900
LA  - English
DB  - MTMT
ER  -