Community-Based Early-Stage Chronic Kidney Disease Screening using Explainable Machine Learning for Low-Resource Settings

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Kabir, Muhammad Ashad, Munira, Sirajam, Azad, Dewan Tasnia, Ikram, Saleh Mohammed, Sarker, Mohammad Habibur Rahman, Hanifi, Syed Manzoor Ahmed
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
di: Kabir, Muhammad Ashad, et al.
Pubblicazione: (2026)

The Day My Chatbot Changed: Characterizing the Mental Health Impacts of Social AI App Updates via Negative User Reviews
di: Munira, Sirajam, et al.
Pubblicazione: (2026)

From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19
di: Falero, Danny, et al.
Pubblicazione: (2024)

WoundFormer: Multi-Scale Spatial Feature Fusion for Multi-Class Wound Tissue Segmentation
di: Kabir, Muhammad Ashad, et al.
Pubblicazione: (2026)

Exploring the Impact of Word Prediction Assistive Features on Smartphone Keyboards for Blind Users
di: Alnfiai, Mrim M., et al.
Pubblicazione: (2024)

Analysis of child development facts and myths using text mining techniques and classification models
di: Tajrian, Mehedi, et al.
Pubblicazione: (2024)

Beyond Universal Healthcare: Addressing the Intricacies of Insurance Reform in Bangladesh
di: Syed Masudur Rahman Dewan
Pubblicazione: (2025)

When Language Model Guides Vision: Grounding DINO for Cattle Muzzle Detection
di: Dulal, Rabin, et al.
Pubblicazione: (2025)

MHAFF: Multi-Head Attention Feature Fusion of CNN and Transformer for Cattle Identification
di: Dulal, Rabin, et al.
Pubblicazione: (2025)

LEISA: A Scalable Microservice-based System for Efficient Livestock Data Sharing
di: Habib, Mahir, et al.
Pubblicazione: (2025)

GeoClimate-FusionLLM: Explainable Multi-Modal Environmental Early-Warning Pipeline
di: Ahmed, Shaheen Mohammed Saleh, et al.
Pubblicazione: (2026)

Designing the Heart of a Nation: The Blueprint for an Ideal Museum
di: Md. Habibur Rahman
Pubblicazione: (2026)

An Attention-Guided Deep Learning Approach for Classifying 39 Skin Lesion Types
di: Hanum, Sauda Adiv, et al.
Pubblicazione: (2025)

Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation
di: Islam, Rofiqul, et al.
Pubblicazione: (2025)

CCoMAML: Efficient Cattle Identification Using Cooperative Model-Agnostic Meta-Learning
di: Dulal, Rabin, et al.
Pubblicazione: (2025)

A Narrative Review of Clinical Decision Support Systems in Offloading Footwear for Diabetes-Related Foot Ulcers
di: Kumar, Kunal, et al.
Pubblicazione: (2025)

Advancing Web Browser Forensics: Critical Evaluation of Emerging Tools and Techniques
di: Chand, Rishal Ravikesh, et al.
Pubblicazione: (2024)

Self-Guided Virtual Reality Therapy for Anxiety: A Systematic Review
di: Graham, Winona, et al.
Pubblicazione: (2025)

BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion
di: Osama, Md, et al.
Pubblicazione: (2025)

How is Testing Related to Single Statement Bugs?
di: Rahman, Habibur, et al.
Pubblicazione: (2024)

BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech
di: Hossain, Riad, et al.
Pubblicazione: (2025)

The Silent Risk of Sudan Virus: A Review Addressing Global Health Vulnerabilities
di: Syed Masudur Rahman Dewan, et al.
Pubblicazione: (2025)

A Transformer-in-Transformer Network Utilizing Knowledge Distillation for Image Recognition
di: Rahman, Dewan Tauhid, et al.
Pubblicazione: (2025)

Virtual Reality and Artificial Intelligence as Psychological Countermeasures in Space and Other Isolated and Confined Environments: A Scoping Review
di: Sharp, Jennifer, et al.
Pubblicazione: (2025)

Addressing the Health Risks Posed by Adenovirus: A Perspective on Strategies for Prevention and Management
di: Taslima Jamal Urmi, et al.
Pubblicazione: (2025)

Unveiling the Pharmacological Potential of a Pyrazole–Benzodioxole Hybrid Computational Analysis, ADMET Screening, and Molecular Docking Against ABL Tyrosine Kinase
di: Mücahit Yılmaz, et al.
Pubblicazione: (2026)

Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier
di: Rahman, Md. Sohanur, et al.
Pubblicazione: (2024)

COVIDHealth: A Benchmark Twitter Dataset and Machine Learning based Web Application for Classifying COVID-19 Discussions
di: Bishal, Mahathir Mohammad, et al.
Pubblicazione: (2024)

Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset
di: Kabir, Muhammad Ashad, et al.
Pubblicazione: (2025)

Integration of Youth into the labor Market for Combating Youth Unemployment: A European Perspective
di: Rahman, Md Habibur, et al.
Pubblicazione: (2022)

A study of the dormant period of Thaumetopoea pityocampa (Lepidoptera: Notodontidae) in Bulgaria
di: Zaemdzhikova, Gergana, et al.
Pubblicazione: (2024)

Delftia acidovorans pneumonia with lung cavities formation
di: Hanifi Yildiz
Pubblicazione: (2019)

An Explainable Disease Surveillance System for Early Prediction of Multiple Chronic Diseases
di: Khan, Shaheer Ahmad, et al.
Pubblicazione: (2025)

Colonial origins of agglomeration: Evidence from Malayan rail stations
di: Yit Wey Liew, et al.
Pubblicazione: (2025)

LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning
di: Jahangir, Md. Zihad Bin, et al.
Pubblicazione: (2025)

ELMF4EggQ: Ensemble Learning with Multimodal Feature Fusion for Non-Destructive Egg Quality Assessment
di: Hassan, Md Zahim, et al.
Pubblicazione: (2025)

AI-Driven Predictive Analytics Approach for Early Prognosis of Chronic Kidney Disease Using Ensemble Learning and Explainable AI
di: Jawad, K M Tawsik, et al.
Pubblicazione: (2024)

A perspective on the worst ever dengue outbreak 2023 in Bangladesh: What makes this old enemy so deadly, and how can we combat it?
di: Rapty Sarker, et al.
Pubblicazione: (2024)

Primes in Tuples of Linear Forms in Number Fields and Function Fields
di: Rahaman, Habibur
Pubblicazione: (2024)

Addressing the Dual Threat of Dengue and Influenza in Bangladesh: A Perspective on the Prevention and Preparedness Strategies
di: Taslima Jamal Urmi, et al.
Pubblicazione: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"4b47a5e42abf584addcc355555fee815"
ui	"standard"
language	"it"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790953189.7548 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "4b47a5e42abf584addcc355555fee815" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=4b47a5e42abf584addcc355555fee815; ui=standard; language=it"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"64294"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2601_01119/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2601_01119/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790953189.7411
REQUEST_TIME	1790953189

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler