Original ResearchPublished 7 October 2026DepressNet: an interpretable machine learning framework for depression severity stratification using psychometric dataAnika Rahman · Fahmid Al Farid · Md Humaion Kabir Mehedi · Jia Uddin · Hezerul Bin Abdul KarimFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1901490
Original ResearchPublished 7 October 2026Explainable detection of depression in Arabic tweets: identifying clinically meaningful linguistic markers using SHAPErfan Salehi · Maryam Raissi · Amirhossein Rasouli · Wajdi ZaghouaniFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1917139
Original ResearchPublished 6 October 2026Bridging the performance–efficiency gap: a resource-efficient hybrid DL-ML framework for jackfruit disease detectionRittik Chandra Das Turjy · Fahmid Al Farid · Md. Hasan Imam Bijoy · Sarbajit Paul Bappy · Amir Sohel · Jia Uddin · Hezerul Bin Abdul KarimFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1884567
Original ResearchPublished 5 October 2026Hybrid semantic-lexical framework for ambiguity detection in software requirements using TF-IDF, character n-grams, and SBERTFariha Khalid · Muhammad Yaseen · Muhammad Awais Sattar · Abdelhamid Ghoul · Aida MustaphaFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1901190
Original ResearchPublished 14 September 2026Comparative evaluation of active learning, random sampling, and deep learning for smart contract vulnerability detectionGabriel Avelino Sampedro · Cheng Yanhui · Arlene Caballero · Made Adi Paramartha Putra · Nyoman Bogi Aditya Karna · IndriatiFrontiers in Blockchaindoi 10.3389/fbloc.2026.1882027
Original ResearchPublished 3 September 2026Reliable food safety risk assessment via calibrated Mondrian conformal prediction: a machine learning framework with uncertainty quantificationSaravanan Radhakrishnan · V. VijayarajanFrontiers in Food Science and Technologydoi 10.3389/frfst.2026.1890831
Original ResearchPublished 9 June 2026Glioma identification from microRNA biomarkers using machine learningRakesh Kanth Andugala · Alyson Cieslik · Maria Braoudaki · Iosif MporasFrontiers in Systems Biologydoi 10.3389/fsysb.2026.1771910
Original ResearchPublished 23 March 2026A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifierOmobayo Ayokunle Esan · Dorcas Oladayo EsanFrontiers in Horticulturedoi 10.3389/fhort.2026.1762580
