Samaneh Kouchaki

Samaneh Kouchaki

University of Oxford

H-index: 20

Europe-United Kingdom

About Samaneh Kouchaki

Samaneh Kouchaki, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Signal Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

AI-and IoT-Enabled Solutions for Healthcare

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks

Graph Contrastive Learning for Anomaly Detection and Personalized Alerting in Sensor-based Remote Monitoring for Dementia Care

Digital remote monitoring for screening and early detection of urinary tract infections

Quantitative measurement of antibiotic resistance in Mycobacterium tuberculosis reveals genetic determinants of resistance and susceptibility in a target gene …

A generalizable unsupervised graph‐based approach for anomalous event detection in people living with dementia

A lightweight unsupervised approach for adverse health detection and digital biomarker discovery in people living with dementia

Lightweight transformers for clinical natural language processing

Samaneh Kouchaki Information

University

Position

Research Associate

Citations(all)

1280

Citations(since 2020)

1109

Cited By

370

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

33

i10Index(since 2020)

29

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Samaneh Kouchaki Skills & Research Interests

Signal Processing

Machine Learning

Top articles of Samaneh Kouchaki

Title

Journal

Author(s)

Publication Date

AI-and IoT-Enabled Solutions for Healthcare

Samaneh Kouchaki

Xiaorong Ding

Saeid Sanei

2024/4/19

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks

Narges Pourshahrokhi

Yunpeng Li

Samaneh Kouchaki

Payam Barnaghi

2024/2/27

Graph Contrastive Learning for Anomaly Detection and Personalized Alerting in Sensor-based Remote Monitoring for Dementia Care

Authorea Preprints

Nivedita Bijlani

Oscar Mendez Maldonado

Ramin Nilforooshan

Payam Barnaghi

Samaneh Kouchaki

...

2024/1/16

Digital remote monitoring for screening and early detection of urinary tract infections

NPJ Digital Medicine

Alexander Capstick

Francesca Palermo

Kimberley Zakka

Nan Fletcher-Lloyd

Chloe Walsh

...

2024/1/13

Quantitative measurement of antibiotic resistance in Mycobacterium tuberculosis reveals genetic determinants of resistance and susceptibility in a target gene …

bioRxiv

CRyPTIC Consortium

Joshua J Carter

2021/9/16

A generalizable unsupervised graph‐based approach for anomalous event detection in people living with dementia

Alzheimer's & Dementia

Nivedita Bijlani

Ramin Nilforooshan

Oscar Mendez Maldonado

Samaneh Kouchaki

2023/12

A lightweight unsupervised approach for adverse health detection and digital biomarker discovery in people living with dementia

Alzheimer's & dementia

Nivedita Bijlani

Ramin Nilforooshan

Payam Barnaghi

Samaneh Kouchaki

2023/6

Lightweight transformers for clinical natural language processing

Natural Language Engineering

Omid Rohanian

Mohammadmahdi Nouriborji

Hannah Jauncey

Samaneh Kouchaki

Farhad Nooralahzadeh

...

2023

Reply: Epidemiological cut-off values for a 96-well broth microdilution plate for high-throughput research antibiotic susceptibility testing of M. tuberculosis

European Respiratory Journal

CRyPTIC Consortium

2023/5/1

Interpreting Differentiable Latent States for Healthcare Time-series Data

arXiv preprint arXiv:2311.17560

Yu Chen

Nivedita Bijlani

Samaneh Kouchaki

Payam Barnaghi

2023/11/29

Bedaquiline and clofazimine resistance in Mycobacterium tuberculosis: an in-vitro and in-silico data analysis

The Lancet Microbe

Lindsay Sonnenkalb

Joshua James Carter

Andrea Spitaleri

Zamin Iqbal

Martin Hunt

...

2023/5/1

Tihm: An open dataset for remote healthcare monitoring in dementia

Scientific data

Francesca Palermo

Yu Chen

Alexander Capstick

Nan Fletcher-Loyd

Chloe Walsh

...

2023/9/9

On the effectiveness of compact biomedical transformers

Bioinformatics

Omid Rohanian

Mohammadmahdi Nouriborji

Samaneh Kouchaki

David A Clifton

2023/3/1

Using home monitoring technology to study the effects of traumatic brain injury in older multimorbid adults

Annals of clinical and translational neurology

Megan E Parkinson

Rebecca Doherty

Francesca Curtis

Eyal Soreq

Helen HL Lai

...

2023/9

Machine Learning to Advance Human Genome-Wide Association Studies

Rafaella E Sigala

Vasiliki Lagou

Aleksey Shmeliov

Sara Atito

Samaneh Kouchaki

...

2023/12/25

Objective assessment of sleep parameters using multimodal AX3 data in older participants

Alzheimer's & dementia

Elaheh Kalantari

Ciro Della Monica

Victoria Louise Revell

Giuseppe Atzori

Adrian Hilton

...

2023/6

Genetic loci discovery for Alzheimer's disease using explainable deep neural networks

medRxiv

Christina Gkertsou

Anitha Kugur Parameshwarappa

Abdurrahman Shiyanbola

Zhanna Balkhiyarova

Samaneh Kouchaki

...

2023

Minos: variant adjudication and joint genotyping of cohorts of bacterial genomes

Genome Biology

Martin Hunt

Brice Letcher

Kerri M Malone

Giang Nguyen

Michael B Hall

...

2022/7/5

A Dopamine Based Adaptive Emotional Neural Network

IEEE Access

Mohammad Amin Zare

Reza Boostani

Mokhtar Mohammadi

Samaneh Kouchaki

2022/10/5

A crowd of BashTheBug volunteers reproducibly and accurately measure the minimum inhibitory concentrations of 13 antitubercular drugs from photographs of 96-well broth …

Elife

Philip W Fowler

Carla Wright

Helen Spiers

Tingting Zhu

Elisabeth ML Baeten

...

2022/5/19

See List of Professors in Samaneh Kouchaki University(University of Oxford)

Co-Authors

H-index: 121
Derk-Jan DIJK

Derk-Jan DIJK

University of Surrey

H-index: 84
David L Robertson

David L Robertson

University of Glasgow

H-index: 61
David A. Clifton

David A. Clifton

University of Oxford

H-index: 44
Payam Barnaghi

Payam Barnaghi

Imperial College London

H-index: 42
Saeid Sanei

Saeid Sanei

Nottingham Trent University

H-index: 34
Reza Boostani

Reza Boostani

Shiraz University

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