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Search results for: KNN CLASSIFIER
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Energy consumption optimization in wastewater treatment plants: Machine learning for monitoring incineration of sewage sludge
PublicationBiomass management in terms of energy consumption optimization has become a recent challenge for developed countries. Nevertheless, the multiplicity of materials and operating parameters controlling energy consumption in wastewater treatment plants necessitates the need for sophisticated well-organized disciplines in order to minimize energy consumption and dissipation. Sewage sludge (SS) disposal management is the key stage of...
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Wpływ nagniatania umacniającego na wytrzymałość zmęczeniową wałów okrętowych
PublicationW artykule przedstawiono przyczyny pękania śrubowych wałów okrętowych oraz możliwości zwiększenia ich trwałości, wskutek podwyższenia wytrzymałości zmęczeniowej połączenia wtłaczanego śruba - wał śrubowy przez nagniatanie umacniające. Badania wykonano na próbkach o średnicy 25 mm na specjalnie w tym celu zbudowanej w Politechnice Gdańskiej maszynie zmęczeniowej MZ 30 z wodnym systemem chłodzenia próbki przy użyciu cieczy. Próbki...
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Adaptive Hyperparameter Tuning within Neural Network-based Efficient Global Optimization
PublicationIn this paper, adaptive hyperparameter optimization (HPO) strategies within the efficient global optimization (EGO) with neural network (NN)-based prediction and uncertainty (EGONN) algorithm are proposed. These strategies utilize Bayesian optimization and multiarmed bandit optimization to tune HPs during the sequential sampling process either every iteration (HPO-1itr) or every five iterations (HPO-5itr). Through experiments using...
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Mining Knowledge of Respiratory Rate Quantification and Abnormal Pattern Prediction
PublicationThe described application of granular computing is motivated because cardiovascular disease (CVD) remains a major killer globally. There is increasing evidence that abnormal respiratory patterns might contribute to the development and progression of CVD. Consequently, a method that would support a physician in respiratory pattern evaluation should be developed. Group decision-making, tri-way reasoning, and rough set–based analysis...
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Boron doped Nanocrystalline Diamond-Carbon Nanospike Hybrid Electron Emission Source
PublicationElectron emission signifies an important mechanism facilitating the enlargement of devices that have modernized large parts of science and technology. Today, the search for innovative electron emission devices for imaging, sensing, electronics, and high-energy physics continues. Integrating two materials with dissimilar electronic properties into a hybrid material is an extremely sought-after synergistic approach envisioning a...
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Single-step grown boron doped nanocrystalline diamond-carbon nanograss hybrid as an efficient supercapacitor electrode
PublicationDirect synthesis of nano-structured carbon hybrid consisting of vertically aligned carbon nanograss on top of boron-doped nanocrystalline diamond is demonstrated and the carbon hybrid is further applied as an electrode material for the fabrication of supercapacitor. The hybrid film combines the dual advantages of sp2 (carbon nanograss) and sp3 (nanocrystalline diamond) bonded carbon, possessing not only the excellent electrical...
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Biotransformation of abused synthetic cannabinoids, JWH-018 and JWH-073, by human cytochromes P450 and UDP-glucuronosyltransferases
PublicationZwiązki oznaczone symbolami JWH-018 i JWH-073 są syntetycznymi pochodnymi kanabinoidów, obecnymi w preparatach o działaniu psychoaktywnym (K2/Spice). Wcześniejsze badań wykazały, że u osób przyjmujących tzw. ''legalną marihuanę'', głównymi produktami biotransformacji obecnymi w moczu były hydroksylowe pochodne obu związków, jak również ich glukuronidy. W związku z tym celem prowadzonych badań było określenie roli poszczególnych...
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Partial characterization of indigo (Polygonum tinctorium Ait.) plant seeds and leaves
PublicationThe aim of this study was to assess the contents of indigo's bioactive compounds, its antioxidant and anticancer activities in acetone, hexane and DMSO extracts and to compare the overall bioactivity with another more used medicinal plant named prolipid. It was found that the contents of the bioactive compounds in the studied extracts from different parts of indigo plant varied (P < 0.05): the significantly highest content of polyphenols...
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Non-linear impedance of V2O5 nanorods obtained at 923K
Open Research DataThe DataSet contains the non-linear electrical properties of V2O5 nanorods which were measured by the impedance spectroscopy method. V2O5 nanorods were obtained by the sol-gel method. The information about xerogel powder synthesis is described in the Journal of Nanomaterials. The precursor powder was pressed into the disk-shaped pellets (12mm in diameter...
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Rediscovering Automatic Detection of Stuttering and Its Subclasses through Machine Learning—The Impact of Changing Deep Model Architecture and Amount of Data in the Training Set
PublicationThis work deals with automatically detecting stuttering and its subclasses. An effective classification of stuttering along with its subclasses could find wide application in determining the severity of stuttering by speech therapists, preliminary patient diagnosis, and enabling communication with the previously mentioned voice assistants. The first part of this work provides an overview of examples of classical and deep learning...
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Biomechanics of Lumbar Spine Injury in Road Barrier Collision–Finite Element Study
PublicationLiterature and field data from CIREN database have shown that lumbar spine injuries occur during car crashes. There are multiple hypotheses regarding how they occur; however, there is no biomechanical explanation for these injuries during collisions with road safety barriers (RSBs). Therefore, the objective of this study was to investigate the mechanics of vertebral fractures during car collisions with concrete RSBs. The finite...
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Buried Object Characterization by Data-Driven Surrogates and Regression-Enabled Hyperbolic Signature Extraction
PublicationThis work addresses artificial-intelligence-based buried object characterization using FDTD-based electromagnetic simulation toolbox of a Ground Penetrating Radar (GPR) to generate B-scan data. In data collection, FDTD-based simulation tool, gprMax is used. The task is to estimate geophysical parameters of a cylindrical shape object of various radii, buried at different positions in the dry soil medium simultaneously and independently...
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Self-organized multilayered graphene-boron doped diamond hybrid nanowalls for high performance electron emission devices
PublicationCarbon nanomaterials like nanotubes, nanoflakes/nanowalls and graphene have been used as electron sources due to their superior field electron emission (FEE) characteristics. Nevertheless, these materials show poor stability and a short lifetime, preventing them from being used in practical device applications. The intention of this study was to find an innovative nanomaterial, possessing both high robustness and reliable FEE behavior....
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Dariusz Kowalski dr inż.
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A set of data constituting the basis for the publication entitled "Mitochondria dysfunction is one of the causes of diclofenac toxicity in the green alga Chlamydomonas reinhardtii"
Open Research DataNon-steroidal anti-inflammatory drugs (NSAIDs), such as diclofenac (DCF), form a significant group of environmental contaminants. When the toxic effects of DCF on plants are analyzed, authors often focus on photosynthesis, whilemitochondrial respiration is usually overlooked. Therefore, an in vivo investigation of plant mitochondria functioning under...
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3D Hierarchical Boron-Doped Diamond-Multilayered Graphene Nanowalls as an Efficient Supercapacitor Electrode
PublicationSynthesis of stable hybrid carbon nanostructure for high-performance supercapacitor electrode with long life-cycle for electronic and energy storage devices is a real challenge. Here, we present a one-step synthesis method to produce conductive boron-doped hybrid carbon nanowalls (HCNWs), where sp2-bonded graphene has been integrated with and over a three-dimensional curved wall-like network of sp3-bonded diamond. The spectroscopic...
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Open-Source Coprocessor for Integer Multiple Precision Arithmetic
PublicationThis paper presents an open-source digital circuit of the coprocessor for an integer multiple-precision arithmetic (MPA). The purpose of this coprocessor is to support a central processing unit (CPU) by offloading computations requiring integer precision higher than 32/64 bits. The coprocessor is developed using the very high speed integrated circuit hardware description language (VHDL) as an intellectual property (IP) core. Therefore,...
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Analysis of pavement structure sensitivity to passage of oversized heavy duty vehicle in terms of bearing capacity
PublicationOversized heavy duty vehicles occur in traffic very rarely but they reach extremely high weights, even up to 800 tonne. The detrimental impact of these vehicles on pavement structure is much higher than in case of commercial vehicles that comprise typical traffic, thus it is necessary to assess the sensitivity of pavement structure to passage of oversized vehicles. The paper presents results of sample calculations of load equivalency factor...
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Nieliniowa analiza stanów przedawaryjnych konstrukcji prętowo – cięgnowych w ujęciu metody elementów skończonych
PublicationDysertacja zawiera kilka zróżnicowanych, lecz wzajemnie z siebie wynikających, wątków. Można wyróżnić dwie podstawowe części: teoretyczno – numeryczną oraz aplikacyjną. Część pierwsza ujmuje sformułowanie podstaw nieliniowej teorii prętów, algorytmy nume-ryczne oraz stworzenie kodu autorskiego programu komputerowego (MES) wraz z jego testami. W części tej podano prawa mechaniki zakrzywionych przestrzennie prętów, zapisano ich dynamikę...
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Ocena odporności na zużycie ścierne stopów Ti na elementy pary trącej endoprotez stawu kolanowego
PublicationNajczęściej stosowanym biomateriałem tytanowym na elementy endoprotez stawu kolanowego jest stop Ti6Al4V. Z uwagi na zawartość wanadu, zaliczanego do pierwiastków o dużej toksyczności podejmowane są działania w kierunku zastąpienia wskazanego stopu - stopami bezwanadowymi. Jednym z najbardziej obiecujących jest stop Ti13Nb13Zr zawierający w swoim składzie jedynie pierwiastki witalne, niewywołujące stanów zapalnych i odczynów...
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Zespół Katedry Konstrukcji Betonowych
Research TeamsZagadnienia badawcze realizowane w Katedrze Konstrukcji Betonowych obejmują głównie tematykę zjawisk zachodzących w betonie i stali oraz mechanizmów pracy elementów i konstrukcji żelbetowych. Dzięki odpowiednio wyposażonemu laboratorium Katedra posiada możliwość prowadzenia badań elementów konstrukcyjnych oraz materiałów budowlanych. Pracownicy Katedry posiadają szeroką wiedzę i doświadczenie dotyczące konstrukcji budowlanych,...
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Comprehensive exploration of technological tensioning effects in welded thin plate girders: an in-depth investigation
PublicationThin-walled plate girders are widely used in structures and construction due to their effectiveness in transferring loads. The permanent deformations of the girder lead to a lack of stability, which necessarily leads to its replacement. Replacing permanently deformed thin-walled load-bearing structures requires large financial outlays. Technological prestressing is one of the most effective methods for studying and treating permanent...
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On Memory-Based Precise Calibration of Cost-Efficient NO2 Sensor Using Artificial Intelligence and Global Response Correction
PublicationNitrogen dioxide (NO2) is a prevalent air pollutant, particularly abundant in densely populated urban regions. Given its harmful impact on health and the environment, precise real-time monitoring of NO2 concentration is crucial, particularly for devising and executing risk mitigation strategies. However, achieving precise measurements of NO2 is challenging due to the need for expensive and cumbersome equipment. This has spurred...
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Ochrona przeciwporażeniowa w sieciach i instalacjach niskiego napięcia
PublicationUżytkowanie sieci i instalacji elektroenergetycznych jest związane z wieloma zagrożeniami, a jednym z nich jest zagrożenie porażeniem prądem elektrycznym. Obowiązkiem osób projektujących te sieci i instalacje, a także osób odpowiedzialnych za ich eksploatację jest zastosowanie środków zapewniających skuteczną ochronę przeciwporażeniową. Wymagania ochrony przeciwporażeniowej są nadrzędne w stosunku do innych wymagań technicznych,...
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Zagrożenie od przepięć atmosferycznych dla bezpieczników wysokonapięciowych, zabezpieczających transformatory słupowe
PublicationSłupowe stacje rozdzielcze SN/nn 15/0,4 kV/kV lub 20 kV/kV, z transformatorami małej mocy, do 400 kV.A często zabezpiecza się od zwarć wewnętrznych po stronie średniego napięcia bezpiecznikami gazowydmuchowymi. W praktyce istnieją oferty znacznie czulszych, lecz droższych rozwiązań. Znaczna część użytkowników, i to nie tylko w Polsce, od wielu lat skarży się na nieprawidłowe działania bezpieczników w czasie burz. Publikowane statystyki,...
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Ziemowit Suligowski prof. dr hab. inż.
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The standard radiated immunity test of an astable multivibrator at a normative field strength
Open Research DataThe dataset presents a result of measurements that are a part of electromagnetic field immunity tests. The radiated, radio frequency, immunity tests were carried out for a typical astable electronic multivibrator. Tests of immunity of electronic systems to radiated radio frequency (RF) disturbances in the frequency range from 80 MHz to 1 GHz are performed...
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Jual Obat Penggugur Janin Wa-081222292216 Cytotec© Jakarta
PeopleJUAL OBAT ABORSI CYTOTEC MISOPROSTOL 200mg ASLI TERPERCAYA (WHATSAPP) 081222292216 Di sini kami menjual berbagai macam Obat aborsi cytotec misoprostol pfizer asli Obat penggugur kandungan cytotec asli Apotik Penjual Obat Aborsi belakangan ini banyak sekali yang mengaku bidan yang bisa menggugurkan kandungan (aborsi) atau dokter, Saya Harap Anda Hati2 UNUK Bidan Kuret, Karena ALAT KURTA HANYA DOCK YANG MEMPUNYAI ALAT TERSEBUT, KALU...
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Embedded device for indoor positioning of mobile terminals in ISM 2.4 GHz frequency band integrated with ESPAR antenna
PublicationIn the era of multifunctional mobile phones, wireless positioning is one of the most important branches of telecommunications development. This functionality is possible thanks to global positioning systems such as GPS, whose services are available to every average user. Global systems, however, suffer from their low accuracy in confined environments such as forests and building interiors. A popular...
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O bliżej nieznanej faunie z Państwa Środka
PublicationArtykuł dotyczy arkana zwierząt ze wzgórz Daba oraz informacji praktycznych o nieznanej faunie z Państwa Środka. Jest to charakterystyka priorytetów badawczych z uwzględnieniem europejskiego wkładu naukowego. Oczywiście fauna i flora z gór środkowej części państwa mandaryńskiego wymaga dokładnego zbadania, ale zwróćmy też uwagę na dzikie gatunki ze wschodu. O okiełznanie bliżej nieznanych drapieżników ssaczych, przeżuwaczy,...
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Finite element models used in diagnostics of transverse cracks in bridge approach pavement
Open Research DataTransverse cracks in the asphalt pavement were observed on bridge structures next to single-module expansion joints with a 5 meter approach slab set at the depth of 1 m. The finite element (FE) models of the approach pavement were created to investigate the reasons of premature cracking and crack initiation mechanism over the back edge of the abutment...
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Ultrasonic wave propagation and digital image correlation measurements of polyolefin fibre-reinforced concrete beams under 3-point bending (beam B-002)
Open Research DataThe DataSet contains the results of the mechanical behaviour of a concrete beam under a 3-point bending test. The beams had dimensions 15 x 15 x 70 cm3. The beam B-Con was made of concrete without fibres (as the reference beam), while beams B-002, B-004, and B-006 were manufactured from the concrete mix containing 2 kg/m3, 4 kg/m3 and 6 kg/m3 of fibres,...
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Ultrasonic wave propagation and digital image correlation measurements of polyolefin fibre-reinforced concrete beams under 3-point bending (beam B-Con)
Open Research DataThe DataSet contains the results of the mechanical behaviour of a concrete beam under a 3-point bending test. The beams had dimensions 15 x 15 x 70 cm3. The beam B-Con was made of concrete without fibres (as the reference beam), while beams B-002, B-004, and B-006 were manufactured from the concrete mix containing 2 kg/m3, 4 kg/m3 and 6 kg/m3 of fibres,...
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Ultrasonic wave propagation and digital image correlation measurements of polyolefin fibre-reinforced concrete beams under 3-point bending (beam B-004)
Open Research DataThe DataSet contains the results of the mechanical behaviour of a concrete beam under a 3-point bending test. The beams had dimensions 15 x 15 x 70 cm3. The beam B-Con was made of concrete without fibres (as the reference beam), while beams B-002, B-004, and B-006 were manufactured from the concrete mix containing 2 kg/m3, 4 kg/m3 and 6 kg/m3 of fibres,...
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Ultrasonic wave propagation and digital image correlation measurements of polyolefin fibre-reinforced concrete beams under 3-point bending (beam B-006)
Open Research DataThe DataSet contains the results of the mechanical behaviour of a concrete beam under a 3-point bending test. The beams had dimensions 15 x 15 x 70 cm3. The beam B-Con was made of concrete without fibres (as the reference beam), while beams B-002, B-004, and B-006 were manufactured from the concrete mix containing 2 kg/m3, 4 kg/m3 and 6 kg/m3 of fibres,...
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Antiproliferative, Antiangiogenic, and Antimetastatic Therapy Response by Mangiferin in a Syngeneic Immunocompetent Colorectal Cancer Mouse Model Involves Changes in Mitochondrial Energy Metabolism
PublicationIn spite of the current advances and achievements in cancer treatments, colorectal cancer (CRC) persists as one of the most prevalent and deadly tumor types in both men and women worldwide. Drug resistance, adverse side effects and high rate of angiogenesis, metastasis and tumor relapse remain one of the greatest challenges in long-term management of CRC and urges need for new leads of anticancer drugs. We demonstrate that CRC...
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Marek Czachor prof. dr hab.
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Mariusz Figurski prof. dr hab. inż.
PeopleMariusz Józef Figurski (born 27 April 1964 in Łasinie, Poland) - Polish geodesist, professor of technical sciences, professor at the Gdańsk University of Technology. Early life and education He passed the matriculation examination in 1983 after he had finished Jan III Sobieski High school in Grudziądz. He graduated the Military University of Technology on an individual mode at the Faculty of Electromechanics and Civil Engineering...
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Analiza lepkosprężysta konstrukcji nawierzchni drogowych z zastosowaniem modelu Burgersa
PublicationMieszanki mineralno-asfaltowe wykorzystywane w warstwach asfaltowych nawierzchni charakteryzują się właściwościami sprężystymi i lepkimi. Zależą one istotnie od temperatury. Im jest ona wyższa, tym bardziej znaczące są właściwości lepkie mma, które są przyczyną powstawania trwałych deformacji (kolein). Przedmiotem badań było modelowanie zachowania się mma w konstrukcji nawierzchni w wysokich temperaturach przy wykorzystaniu modelu...
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System sterowania siłownikami Labtronic 8800
Research EquipmentSystem sterownia siłownikami hydraulicznymi wraz z oprogramowaniem. Umożliwia zadawanie obciążeń statycznych, quasi-statycznych, zmęczeniowych itp., przy użyciu maksymalnie 4 siłowników jednocześnie. Z siłownikami 1000 kN, 2 x 400 kN, 250 kN, 100 kN, stacją hydrauliczną SHA i ramami nośnymi znajdującymi się w Laboratorium Konstrukcji Oceanotechnicznych tworzy zaawansowaną maszynę wytrzymałościową
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History of World Architecture I 2021/22
e-Learning CoursesThe course History of World Architecture (HWA I) is obligatory on the first semester of study at the Faculty of Architecture at Gdańsk University ofTechnology. It lasts 15 weeks, finishes with the exam, and consists of 15 two-hour lectures and 15 two-hour exercises. The merit of the course includes Western World architecture, beginning from Prehistory and Antiquity (Sumer, Egypt, Greece, Rome), up to the end of the Middle Ages....
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Architektura a dekonstrukcja. Przypadek Petera Eisenmana i Bernarda Tschumiego
PublicationArchitecture and Deconstruction Case of Peter Eisenman and Bernard Tschumi Introduction Towards deconstruction in architecture Intensive relations between philosophical deconstruction and architecture, which were present in the late 1980s and early 1990s, belong to the past and therefore may be described from a greater than...
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Bohdan Michalski dr hab.
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Handling of the Covid-19 Pandemic and Its Effects on Bariatric Surgical Practice: Analysis of GENEVA Study Database
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Considerations and consequences of allowing DNA sequence data as types of fungal taxa
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Safety of Bariatric Surgery in ≥ 65-Year-Old Patients During the COVID-19 Pandemic
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30-Day Morbidity and Mortality of Bariatric Surgery During the COVID-19 Pandemic: a Multinational Cohort Study of 7704 Patients from 42 Countries
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Effect of BMI on safety of bariatric surgery during the COVID-19 pandemic, procedure choice, and safety protocols – An analysis from the GENEVA Study
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30-day morbidity and mortality of sleeve gastrectomy, Roux-en-Y gastric bypass and one anastomosis gastric bypass: a propensity score-matched analysis of the GENEVA data
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Surgeons’ practice and preferences for the anal fissure treatment: results from an international survey
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