[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-120066-en":3,"doc-seo-120066-105":30,"detail-sidebar-cat-0-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},120066,2336464648322,"Aria","https://ap-avatar.wpscdn.com/avatar/2200025388227c56fec?_k=1778556882303663488",7,"Healthcare","Electricity-assisted cancer therapies - nanotechnology, electrochemotherapy, and machine learning","Electricity-assisted cancer therapies, combining nanotechnology, electrochemotherapy (ECT), and machine learning, are presented as advancing approaches in oncology. Nanotechnology enables precise transport of anticancer drugs to tumor sites, boosting therapeutic effectiveness while reducing systemic side effects. ECT applies electric pulses to enhance cancer cell uptake of chemotherapy agents, improving treatability. Machine learning supports analysis of complex datasets to optimize treatment protocols and predict patient outcomes. Continued research is needed to refine pulse parameters and drug combinations, enabling more personalized and efficient cancer care.","Electricity-assisted cancer therapies: nanotechnology, electrochemotherapy, and machine learning  \nFadlil1*, Tri Wahono2, Lina Handayani3, Hendril Satrian P4  \n1,2Master Program of Electrical Engineering, Fac. of Industrial Tech, Universitas Ahmad Dahlan, Yogyakarta, Indonesia  \n3Master Program of Public Health, Fac. of Public Health, Universitas Ahmad Dahlan, Yogyakarta, Indonesia  \n2,4Embedded System and Power Electronics Research Group, Yogyakarta, Indonesia  \n[1](1 2307057007@webmail.uad.ac.id)[ 2307057007@webmail.uad.ac.id](1 2307057007@webmail.uad.ac.id)*, [2](2 2307057010@webmail.uad.ac.id)[ 2307057010@webmail.uad.ac.id](2 2307057010@webmail.uad.ac.id), [3](3lina.handayani@ikm.uad.ac.id)[lina.handayani@ikm.uad.ac.id](3lina.handayani@ikm.uad.ac.id)  \n[4](4 lfriyan220@gmail.com)[ lfriyan220@gmail.com](4 lfriyan220@gmail.com)  \n*Corresponding author  \nAbstract  \nElectricity-assisted cancer therapies, including nanotechnology and electrochemotherapy (ECT), have emerged as promising approaches in oncology. Nanotechnology delivers anticancer drugs to tumor sites precisely, improving efficacy and reducing side effects. ECT uses electric pulses to increase cancer cell drug uptake, making them more treatable. Electricity-assisted cancer therapies increasingly employ machine learning algorithms to analyze complex data, optimize treatment protocols, and predict patient outcomes. Nanotechnology has shown promise in improving therapy efficacy and targeting. Researchers can precisely deliver drugs to cancerous cells using nanoparticles, minimizing tissue damage. Nanoparticles' unique properties enable customization to meet treatment needs, improving patient outcomes and treatment success. With fewer side effects, ECT kills cancer cells more effectively. It uses electric pulses to increase cancer cell uptake of chemotherapy drugs, improving treatment outcomes. More research is necessary to optimize electric pulses and chemotherapy drugs to maximize the therapeutic potential of ECT. Machine learning algorithms for electricity-assisted cancer therapies have the potential to revolutionize cancer treatment. Researchers can improve existing therapies and develop patient-specific approaches by using artificial intelligence to analyze massive amounts of data and optimize treatment protocols.  \nKeywords: Electricity-assisted cancer therapies, nanotechnology, electrochemotherapy, machine learning, electric pulses  \n1. INTRODUCTION  \nElectricity-assisted cancer therapies have emerged as promising approaches in the field of oncology, offering innovative ways to target and treat cancer cells [1]. Nanotechnology, electrochemotherapy (ECT), and machine learning have played significant roles in advancing these therapies [2]–[13]. Nanotechnology enables the precise delivery of anticancer agents to tumor sites, enhancing treatment effectiveness while minimizing side effects. ECT, on the other hand, utilizes electric pulses to increase drug uptake by cancer cells, making them more susceptible to treatment. Furthermore, machine learning algorithms have been increasingly utilized to analyze complex data sets, optimize treatment protocols, and predict patient outcomes in electricity-assisted cancer therapies. By integrating these cutting-edge technologies, researchers are paving the way for more personalized and efficient cancer treatment options. In this paper, we will explore the recent advancements and applications of machine learning in conjunction with nanotechnology and ECT to improve cancer treatment outcomes.  \nIn the realm of cancer therapies, understanding the background information is crucial for developing innovative and effective treatments. Traditional cancer therapies such as surgery, chemotherapy, and radiation have been the cornerstone of cancer treatment for decades. However, these methods can be invasive, have harmful side effects, and may not always be effective in treating all types of cancer. This has led to the exploration of new ap","cbCaifV7YJ81PLfx","https://ap.wps.com/l/cbCaifV7YJ81PLfx","pdf",165208,1,9,"English","en",105,"# Introduction\n## Foundations of electricity-assisted therapies\n## Roles of nanotechnology, ECT, and machine learning\n## Motivation for personalized and efficient treatment","[{\"question\":\"What is the purpose of nanotechnology in electricity-assisted cancer therapies?\",\"answer\":\"Nanotechnology delivers anticancer drugs precisely to tumor sites using nanoparticles. This targeting improves efficacy and helps reduce damage to healthy tissue.\"},{\"question\":\"How does electrochemotherapy (ECT) improve chemotherapy effectiveness?\",\"answer\":\"ECT uses electric pulses to increase cancer cell drug uptake. By enhancing permeability and internalization, cancer cells become more responsive to chemotherapy.\"},{\"question\":\"What role does machine learning play in optimizing these therapies?\",\"answer\":\"Machine learning analyzes complex, high-volume patient and treatment data to optimize protocols and predict patient outcomes. This enables more personalized approaches and improves overall treatment planning.\"}]","Electricity-assisted cancer therapies - nanotechnology, electrochemotherapy, and machine learning | PDF",1785727967,23,{"code":4,"msg":31,"data":32},"ok",{"site_id":24,"language":23,"slug":33,"title":13,"keywords":34,"description":14,"schema_data":35,"social_meta":86,"head_meta":88,"extra_data":90,"updated_unix":28},"electricity-assisted-cancer-therapies-nanotechnology-electrochemotherapy-and-machine-learning","",{"@graph":36,"@context":85},[37,54,68],{"@type":38,"itemListElement":39},"BreadcrumbList",[40,44,48,51],{"item":41,"name":42,"@type":43,"position":20},"https://docshare.wps.com","Home","ListItem",{"item":45,"name":46,"@type":43,"position":47},"https://docshare.wps.com/document/","Document",2,{"item":49,"name":12,"@type":43,"position":50},"https://docshare.wps.com/document/healthcare/",3,{"item":52,"name":13,"@type":43,"position":53},"https://docshare.wps.com/document/electricity-assisted-cancer-therapies-nanotechnology-electrochemotherapy-and-machine-learning/120066/",4,{"url":52,"name":13,"@type":55,"author":56,"headline":13,"publisher":58,"fileFormat":61,"inLanguage":23,"description":14,"dateModified":62,"datePublished":62,"encodingFormat":61,"isAccessibleForFree":63,"interactionStatistic":64},"DigitalDocument",{"name":9,"@type":57},"Person",{"url":41,"name":59,"@type":60},"DocShare","Organization","application/pdf","2026-08-03",true,{"@type":65,"interactionType":66,"userInteractionCount":4},"InteractionCounter",{"@type":67},"ViewAction",{"@type":69,"mainEntity":70},"FAQPage",[71,77,81],{"name":72,"@type":73,"acceptedAnswer":74},"What is the purpose of nanotechnology in electricity-assisted cancer therapies?","Question",{"text":75,"@type":76},"Nanotechnology delivers anticancer drugs precisely to tumor sites using nanoparticles. This targeting improves efficacy and helps reduce damage to healthy tissue.","Answer",{"name":78,"@type":73,"acceptedAnswer":79},"How does electrochemotherapy (ECT) improve chemotherapy effectiveness?",{"text":80,"@type":76},"ECT uses electric pulses to increase cancer cell drug uptake. By enhancing permeability and internalization, cancer cells become more responsive to chemotherapy.",{"name":82,"@type":73,"acceptedAnswer":83},"What role does machine learning play in optimizing these therapies?",{"text":84,"@type":76},"Machine learning analyzes complex, high-volume patient and treatment data to optimize protocols and predict patient outcomes. 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