Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning by Oleksii Kovalchuk, Oleksandr Barmak, Pavlo Radiuk, Liliana Klymenko, Iurii Krak

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Psychiatric care or protection of the mental health of the nation: new approaches in reforming psychiatry by I. V. Chekhovska, S. V. Knysh, H. V. Muliar

“…The current state of the psychiatric care system in Ukraine and its legal regulation have been analyzed. …”
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Use of metabolites, metabolithotropic agents and nutritional supplements in sports and sports medicine: a modern view on the problem by I. F. Bielenichev, N. A. Gorchakova, E. Yu. Doroshenko, I. B. Samura, V. P. Ryzhenko, N. V. Bukhtiiarova

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The Law as a Drawbar, or Judicial Arbitrariness: Recidivism = Repetition of Crimes in the Framework of Circumstances Aggravating the Punishment by Ya. H. Lyzohub

“…Attention at the beginning of the paper, has been paid to the importance of understanding the regulatory act as the main source of criminal law in Ukraine. It has been demonstrated that it is the regulatory act that should determine the rules, which should be obeyed by the judicial authorities of Ukraine. …”
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Organization of the National Police activities as a subject of the security and defense sector by A. A. Nikitin

“…It is proposed to make changes to the normative legal acts, namely: in the Law of Ukraine “On the National Police” to define the police as a subject of the security and defense sector, and in the Law of Ukraine “On the National Security of Ukraine” to define specific tasks of national security that require its provision by the police. …”
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Psychological Characteristics of the Emotional Sphere of Internally Displaced Persons from the First and Second Waves by Vitalii Fedosieiev, Andrii Kharchenko, Alla Lisenaya, Eugene Liseniy, Varvara Kabarhina, Sergey Barinov

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Impact of forced migration on the sustainable development of rural territories by V. Shcherbak, I. Brizgan, V. Chevhanova, L. Svistun, O. Hryhoryeva

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To the question on the peculiarities of the legal regulation of labor relations in the martial law conditions by S. M. Bortnyk

“…The peculiarities of legal regulation of labor relations, which are established by the special labor legislation of Ukraine under martial law, have been considered. The labor legislation, aimed at ensuring the realization of the right to work and rest in peacetime, turned out to be unable for objective reasons to regulate such relations in wartime conditions, therefore a separate Law of Ukraine “On the Organization of Labor Relations in Conditions of Martial Law” was adopted. …”
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Variant of Organizational and Functional Adaptation Structures of a Typical Situational Centre to the Emergence of Crisis Situations by Volodymyr Mirnenko, Oleh Hudyma, Vadym Artamoshchenko

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Public Administration in the Field of Using and Protecting Land Resources: International Experience and Ukrainian Realities by V. I. Teremetskyi, H. P. Shust

“…The generalized experience of management in the field of using and protecting land resources in such countries as Denmark, Canada, Latvia, Germany, Poland, the USA, Switzerland, France and others, as well as features of management realization of this sphere in Ukraine have been considered. The purpose of the article is to determine the possibility and feasibility of introducing some elements of positive experience of management of developed countries into Ukraine in the field of use and protection of land resources. …”
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Exploring the Potential Imaging Biomarkers for Parkinson’s Disease Using Machine Learning Approach by Illia Mushta, Sulev Koks, Anton Popov, Oleksandr Lysenko

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LEVEL SELECTION OF NON-TRAUMATIC LOWER EXTREMITY AMPUTATIONS IN PATIENTS WITH CRITICAL ISCHEMIA by S.M. Vasyliuk, V.S. Osadets, O.V. Prudnikov, O.M. Makarchuk, B.V. Krysa, V.V. Ivanyna

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A comprehensive assessment of arterial signal coordination through a case study by Peter Horbachov, Yevhen Liubyi, Stanislav Svichynskyi, Dmitriy Muzylyov, Vitalii Ivanov

“…(arterial) in Kharkiv, Ukraine, has been thoroughly evaluated. For this purpose, the travel time along the coordinated segment was sampled. …”
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Problematic issues of collecting evidence by the defense in criminal proceedings by I. O. Nechaieva

“…The genesis, legislative enshrining in the norms of international legislation and the Constitution of Ukraine of the national process regarding the provision and implementation of the right to professional legal assistance in the criminal proceedings of Ukraine, as well as the state of the procedural mechanism for collecting evidence by the defense party, have been studied. …”
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Determining the components of the psychophysical readiness of police officers to use service firearms under martial law conditions by M. O. Borovyk, A. V. Nadutyi, B. P. Lukin

“…In order to solve the research tasks, an analysis of the sources of international and domestic law regulating the use of force, special means, and firearms by the police has been carried out, including the UN Code of Conduct for Law Enforcement Officials, the Declaration on the Police, Basic Principles of the Use of Force and Firearms by Officials on maintaining law and order, the Constitution of Ukraine, the Criminal Code of Ukraine, the Law of Ukraine “On the National Police”, Regulations on the organization of official training of employees of the National Police of Ukraine, Instructions on safety measures when handling weapons, Regulations on the organization of initial professional training of police officers who are first accepted on police service. …”
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Antiallodynic effect of propoxazepam at monoiodoacetate-induced osteoarthritis in rats by M.Ya. Golovenko, I.P. Valivodz, A.S. Reder, V.B. Larionov

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CHATGPT IN FOREIGN LANGUAGE TEACHING AND ASSESSMENT: EXPLORING EFL INSTRUCTORS’ EXPERIENCE by Inna Zaiarna, Olena Zhyhadlo, Olha Dunaievska

“…The participants are mostly experienced English language instructors, affiliated with higher education institutions in Ukraine, the EU and the USA. Findings reveal varying levels of respondents’ confidence in ChatGPT's functionalities. …”
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Regarding the issue of the representation of denunciators in criminal proceedings by Habuda A., Repetskyi S.

“…The Law of Ukraine “On Free Legal Aid” does not include the denunciator among the entities entitled to free secondary legal assistance. …”
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Problems of improving the national legislation on labor protection by K. Yu. Melnyk

“…An analysis of the norms of the drafts of the Law of Ukraine “On Safety and Health of Workers at Work” and the Law of Ukraine “On Amendments to Certain Legislative Acts of Ukraine Regarding Liability for Violation of the Requirements of the Law on Safety and Health of Workers at Work” prepared by the Cabinet of Ministers of Ukraine is being carried out. …”
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Investigation of the structure of CaO-Al2O3-SiO2 melts as a basis for the development of new agglomerated welding fluxes and industrial refractories by Sokol’skii V.E., Pruttskov D.V., Busko V.M., Kazimirov V.P., Roik O.S., Chyrkin A.D., Galinich V.I., Goncharov I.A.

“…A significant number of welding fluxes and industrial ceramics are produced in the Ukraine. The production of these materials is sufficient for both domestic needs and significant export. …”
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