Machine learning for predictive risk stratification in recurrent miscarriage: a systematic review.

Maryam Imani https://orcid.org/0000-0002-1924-9776

Maryam Imani Fateme Sadeghi-Nodoushan Safiyehsadat Heydari Abbas A. Dehghani-Sanij Farzaneh Fesahat Machine learning for predictive risk stratification in recurrent miscarriage: a systematic review. 2026 December 113 26 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-026-03395-3 db/journals/midm/midm26.html#ImaniSHDF26 streams/journals/midm

Mohamad Ebrahim Aghili Hassan Ghassemian Maryam Imani YOLO-PICO: Lightweight object recognition in remote sensing images using expansion attention modules. 2026 113114 176 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113114 db/journals/pr/pr176.html#AghiliGI26 streams/journals/pr

Hosein Eskandari Maryam Imani Mohsen Parsa Moghaddam Autocorrelation-guided temporal-spectral cross-attention integrated with deep residual probsparse transformers for hourly load forecasting. 2026 June 499 82 J. Supercomput. 8 https://doi.org/10.1007/s11227-026-08652-w db/journals/tjs/tjs82.html#EskandariIM26 streams/journals/tjs

Maryam Imani Attention based network for fusion of polarimetric and contextual features for polarimetric synthetic aperture radar image classification. 109665 2025 139 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.109665 db/journals/eaai/eaai139.html#Imani25 streams/journals/eaai

Maryam Imani Samsung Lim An eigenvalue decomposition-based Gabor network for polarimetric synthetic aperture radar image classification. 83 2025 January 18 Earth Sci. Informatics 1 https://doi.org/10.1007/s12145-024-01637-4 db/journals/esi/esi18.html#ImaniL25 streams/journals/esi

Maryam Imani Daniele Cerra Collaborative Representation-Based Attention Network for Hyperspectral Anomaly Detection. 1-5 2025 22 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2025.3588163 db/journals/lgrs/lgrs22.html#ImaniC25 streams/journals/lgrs

Maryam Imani Locality Preserving Projection Based Autoencoder for Hyperspectral Anomaly Detection. 1-6 2025 CSICC https://doi.org/10.1109/CSICC65765.2025.10967457 conf/csicc/2025 db/conf/csicc/csicc2025.html#Imani25 Zhuoqian Wu Andrei Ancuta Maitane Urrutia-Aparicio Helga Hochbauer Marc Frîncu Maryam Imani Towards a Modular Multigis Architecture: Motivating Pilots in Drainage Design, Invasive Species Detection, and Heritage Analysis. SYNASC 2025 504-509 conf/synasc/2025 https://doi.org/10.1109/SYNASC69064.2025.00073 db/conf/synasc/synasc2025.html#WuAUHFI25 streams/conf/synasc

Abolfazl Saheban Maleki Maryam Imani Region-Aware Deformable Convolutions. 2025 September abs/2509.15436 CoRR https://doi.org/10.48550/arXiv.2509.15436 db/journals/corr/corr2509.html#abs-2509-15436 streams/journals/corr

Maryam Imani An iterative PolSAR image classification method with utilizing scattering and contextual information. 16605-16621 2024 February 83 Multim. Tools Appl. 6 https://doi.org/10.1007/s11042-023-16205-z db/journals/mta/mta83.html#Imani24

Maryam Imani Modified PCA, LDA and LPP feature extraction methods for PolSAR image classification. 41171-41192 2024 April 83 Multim. Tools Appl. 14 https://doi.org/10.1007/s11042-023-17269-7 db/journals/mta/mta83.html#Imani24a

Maryam Imani Hassan Ghassemian A three-branch deep neural network for diagnosing respiratory sounds. 22611-22631 2024 December 36 Neural Comput. Appl. 35 https://doi.org/10.1007/s00521-024-10421-w db/journals/nca/nca36.html#ImaniG24 streams/journals/nca

Ahmadreza Salehi Maryam Imani Amir Zaimbashi Halim Yanikomeroglu Learning and Model-Based Approaches for Radar Target Detection. 1817-1830 2024 October 10 IEEE Trans. Cogn. Commun. Netw. 5 https://doi.org/10.1109/TCCN.2024.3391327 db/journals/tccn/tccn10.html#SalehiIZY24 streams/journals/tccn

Maryam Imani Amin Zehtabian Attention based morphological guided deep learning network for neuron segmentation in electron microscopy. 14272-14294 2024 July 80 J. Supercomput. 10 https://doi.org/10.1007/s11227-024-06005-z db/journals/tjs/tjs80.html#ImaniZ24

Seyed Amir Latifi Hassan Ghassemian Maryam Imani Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN. 2024 abs/2407.10689 CoRR https://doi.org/10.48550/arXiv.2407.10689 db/journals/corr/corr2407.html#abs-2407-10689 streams/journals/corr

Maryam Imani Alzheimer's diseases diagnosis using fusion of high informative BiLSTM and CNN features of EEG signal. 105298 2023 September 86 Biomed. Signal Process. Control. Part C https://doi.org/10.1016/j.bspc.2023.105298 db/journals/bspc/bspc86.html#Imani23

Amir Hossein Ghazvinizadeh Maryam Imani Hassan Ghassemian Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification. 357-366 2023 March 16 Earth Sci. Informatics 1 https://doi.org/10.1007/s12145-023-00944-6 db/journals/esi/esi16.html#GhazvinizadehIG23

Ali Farajzadeh Shahram Mohammadi Maryam Imani Hyperspectral image super-resolution using multi-scale decomposition and convolutional neural network based on relation type between low- and high-resolution images. 361-369 2023 March 17 Signal Image Video Process. 2 https://doi.org/10.1007/s11760-022-02241-z db/journals/sivp/sivp17.html#FarajzadehMI23

Maryam Imani Fuzzy-based weighting long short-term memory network for demand forecasting. 435-460 2023 79 J. Supercomput. 1 https://doi.org/10.1007/s11227-022-04659-1 db/journals/tjs/tjs79.html#Imani23

Hosein Eskandari Maryam Imani Mohsen Parsa Moghaddam Best-tree wavelet packet transform bidirectional GRU for short-term load forecasting. 13545-13577 2023 August 79 J. Supercomput. 12 https://doi.org/10.1007/s11227-023-05193-4 db/journals/tjs/tjs79.html#EskandariIM23

Maryam Imani Polarimetric SAR image classification using binary coding-based polarimetric-morphological features. 3715-3736 2022 16 IET Image Process. 14 https://doi.org/10.1049/ipr2.12587 db/journals/iet-ipr/iet-ipr16.html#Imani22

Maryam Imani Polarimetric SAR image classification using collaborative representation based nearest subspace. 1577-1585 2022 16 Signal Image Video Process. 6 https://doi.org/10.1007/s11760-022-02140-3 db/journals/sivp/sivp16.html#Imani22

Roohollah Keshvari Maryam Imani Mohsen Parsa Moghaddam A clustering-based short-term load forecasting using independent component analysis and multi-scale decomposition transform. 7908-7935 2022 78 J. Supercomput. 6 https://doi.org/10.1007/s11227-021-04195-4 db/journals/tjs/tjs78.html#KeshvariIM22

Maryam Imani Automatic diagnosis of coronavirus (COVID-19) using shape and texture characteristics extracted from X-Ray and CT-Scan images. 102602 2021 68 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2021.102602 https://www.wikidata.org/entity/Q112691463 db/journals/bspc/bspc68.html#Imani21

Donya Hajializadeh Maryam Imani RV-DSS: Towards a resilience and vulnerability- informed decision support system framework for interdependent infrastructure systems. 107276 2021 156 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2021.107276 db/journals/candie/candie156.html#HajializadehI21

Maryam Imani Polarimetric SAR Classification Using Ridge Regression-Based Polarimetric-Spatial Feature Extraction. 1-5 2021 CSICC https://doi.org/10.1109/CSICC52343.2021.9420603 conf/csicc/2021 db/conf/csicc/csicc2021.html#Imani21

Maryam Imani Texture feed based convolutional neural network for pansharpening. 117-130 2020 398 Neurocomputing https://doi.org/10.1016/j.neucom.2020.02.083 db/journals/ijon/ijon398.html#Imani20

Maryam Imani Hassan Ghassemian An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges. 59-83 2020 59 Inf. Fusion https://doi.org/10.1016/j.inffus.2020.01.007 https://www.wikidata.org/entity/Q126316161 db/journals/inffus/inffus59.html#ImaniG20

Maryam Imani Sparse and collaborative representation-based anomaly detection. 1573-1581 2020 14 Signal Image Video Process. 8 https://doi.org/10.1007/s11760-020-01709-0 db/journals/sivp/sivp14.html#Imani20

Md Mahmudul Hasan Khin T. Lwin Maryam Imani Antesar M. Shabut Luiz Fernando Bittencourt M. Alamgir Hossain Dynamic multi-objective optimisation using deep reinforcement learning: benchmark, algorithm and an application to identify vulnerable zones based on water quality. 107-135 2019 86 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2019.08.014 https://www.wikidata.org/entity/Q127287059 db/journals/eaai/eaai86.html#HasanLISBH19

Maryam Imani Adaptive signal representation and multi-scale decomposition for panchromatic and multispectral image fusion. 410-424 2019 99 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2019.05.004 https://www.wikidata.org/entity/Q127922613 db/journals/fgcs/fgcs99.html#Imani19

Maryam Imani Hassan Ghassemian Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data. 270-279 2019 13 IET Image Process. 2 https://doi.org/10.1049/iet-ipr.2017.1431 https://www.wikidata.org/entity/Q129910630 db/journals/iet-ipr/iet-ipr13.html#ImaniG19

Maryam Imani Gholam Ali Montazer A survey of emotion recognition methods with emphasis on E-Learning environments. 2019 147 J. Netw. Comput. Appl. https://doi.org/10.1016/j.jnca.2019.102423 https://www.wikidata.org/entity/Q127312818 db/journals/jnca/jnca147.html#ImaniM19

Maryam Hamidi Hassan Ghassemian Maryam Imani Classification of heart sound signal using curve fitting and fractal dimension. 351-359 2018 39 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2017.08.002 db/journals/bspc/bspc39.html#HamidiGI18

Maryam Imani Hyperspectral anomaly detection using differential image. 801-809 2018 12 IET Image Process. 5 https://doi.org/10.1049/iet-ipr.2017.0872 db/journals/iet-ipr/iet-ipr12.html#Imani18

Maryam Imani Attribute profile based target detection using collaborative and sparse representation. 364-376 2018 313 Neurocomputing https://doi.org/10.1016/j.neucom.2018.06.006 https://www.wikidata.org/entity/Q129614627 db/journals/ijon/ijon313.html#Imani18

Maryam Imani Band Dependent Spatial Details Injection Based on Collaborative Representation for Pansharpening. 4994-5004 2018 11 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 https://doi.org/10.1109/JSTARS.2018.2851791 https://www.wikidata.org/entity/Q129516495 db/journals/staeors/staeors11.html#Imani18

Maryam Imani Hassan Ghassemian Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things. 113-117 2018 IST https://doi.org/10.1109/ISTEL.2018.8661071 conf/istel/2018 db/conf/istel/istel2018.html#ImaniG18 Maryam Imani Hassan Ghassemian Phonocardiography Signal Classification by Applying Feature Space Transformations. 118-122 2018 IST https://doi.org/10.1109/ISTEL.2018.8660982 conf/istel/2018 db/conf/istel/istel2018.html#ImaniG18a

Maryam Imani Hassan Ghassemian Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images. 555-569 2017 62 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2016.09.029 db/journals/cee/cee62.html#ImaniG17

Maryam Imani Hassan Ghassemian Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data. 164-172 2017 11 IET Image Process. 3 https://doi.org/10.1049/iet-ipr.2016.0421 db/journals/iet-ipr/iet-ipr11.html#ImaniG17

Maryam Imani Gholam Ali Montazer Phishing website detection using weighted feature line embedding. 147-159 2017 9 ISC Int. J. Inf. Secur. 2 https://doi.org/10.22042/isecure.2017.83439.377 db/journals/isecure/isecure9.html#ImaniM17

Maryam Imani RX Anomaly Detector With Rectified Background. 1313-1317 2017 14 IEEE Geosci. Remote. Sens. Lett. 8 https://doi.org/10.1109/LGRS.2017.2710618 db/journals/lgrs/lgrs14.html#Imani17

Maryam Imani Hassan Ghassemian High-dimensional image data feature extraction by double discriminant embedding. 473-484 2017 20 Pattern Anal. Appl. 2 https://doi.org/10.1007/s10044-015-0513-z db/journals/paa/paa20.html#ImaniG17

Maryam Imani Hassan Ghassemian Weighted Joint Collaborative Representation Based On Median-Mean Line and Angular Separation. 5612-5624 2017 55 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2017.2710355 db/journals/tgrs/tgrs55.html#ImaniG17

Maryam Imani Hassan Ghassemian Binary coding based feature extraction in remote sensing high dimensional data. 191-208 2016 342 Inf. Sci. https://doi.org/10.1016/j.ins.2016.01.032 db/journals/isci/isci342.html#ImaniG16

Maryam Imani Hassan Ghassemian Hyperspectral images classification by spectral-spatial processing. 456-461 2016 IST https://doi.org/10.1109/ISTEL.2016.7881863 conf/istel/2016 db/conf/istel/istel2016.html#ImaniG16

Maryam Imani Hassan Ghassemian Feature Extraction Using Weighted Training Samples. 1387-1386 2015 12 IEEE Geosci. Remote. Sens. Lett. 7 https://doi.org/10.1109/LGRS.2015.2402167 db/journals/lgrs/lgrs12.html#ImaniG15

Maryam Imani Hassan Ghassemian The geometrical and principal structures preservation in feature extraction of high dimensional images. 259-263 2015 ICSIPA https://doi.org/10.1109/ICSIPA.2015.7412200 conf/icsipa/2015 db/conf/icsipa/icsipa2015.html#ImaniG15

Maryam Imani Hassan Ghassemian Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples. 1325-1329 2014 11 IEEE Geosci. Remote. Sens. Lett. 8 https://doi.org/10.1109/LGRS.2013.2292892 db/journals/lgrs/lgrs11.html#ImaniG14

Maryam Imani Hassan Ghassemian Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in a Small Sample Size Situation. 1986-1990 2014 11 IEEE Geosci. Remote. Sens. Lett. 11 https://doi.org/10.1109/LGRS.2014.2316134 db/journals/lgrs/lgrs11.html#ImaniG14a

Mohamad Ebrahim Aghili Andrei Ancuta Luiz Fernando Bittencourt Daniele Cerra Abbas Dehghani 0001Abbas A. Dehghani-Sanij Hosein Eskandari Ali Farajzadeh Farzaneh Fesahat Marc Frîncu Hassan Ghassemian Amir Hossein Ghazvinizadeh Donya Hajializadeh Maryam Hamidi Md Mahmudul Hasan Safiyehsadat Heydari Helga Hochbauer M. Alamgir Hossain Roohollah Keshvari Seyed Amir Latifi Samsung Lim Khin T. Lwin Abolfazl Saheban Maleki Mohsen Parsa Moghaddam Shahram Mohammadi Gholam Ali Montazer Fateme Sadeghi-Nodoushan Ahmadreza Salehi Antesar M. Shabut Maitane Urrutia-Aparicio Zhuoqian Wu Halim Yanikomeroglu Amir Zaimbashi Amin Zehtabian