Research ArticleResearch Article: New Research, Cognition and Behavior
EEG data quality in large scale field studies in India and Tanzania
John-Mary Vianney, Shailender Swaminathan, Jennifer Jane Newson, Dhanya Parameshwaran, Narayan Puthanmadam Subramaniyam, Swaeta Singha Roy, Revocatus Machunda, Achiwa Sapuli, Santanu Pramanik, John Victor Arun Kumar, Pramod Tiwari, G Nelson Mathews Mathuram, Laurent Boniface Bembeleza, Joyce Philemon Laiser, Winifrida Julius Luhwago, Theresia Pastory Maduka, John Olais Mollel, Neema Gadiely Mollel, Adella Aloys Mugizi, Isaac Lwaga Mwamakula, Raymond Edwin Rweyemamu, Upendo Firimini Samweli, James Isaac Simpito, Kelvin Ewald Shirima, Anand Anbalagan, Suresh Kumar Arumugam, Vinitha Dhanapal, Kanimozhi Gunasekaran, Neelu Kashyap, Dheeraj Kumar, Durgesh Pandey, Poonam Pandey, ArunKumar Panneerselvam, Sonam Rai, Porselvi Rajendran, Santhoshkumar Sekar, Oliazhagan Sivalingam, Prahalad Soni, Pushpkala Soni and Tara C. Thiagarajan
eNeuro 21 July 2025, ENEURO.0006-25.2025; https://doi.org/10.1523/ENEURO.0006-25.2025
John-Mary Vianney
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
2Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Shailender Swaminathan
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
4Institute for Financial Management and Research (IFMR), 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Jennifer Jane Newson
5Sapien Labs, 1201 Wilson Blvd, 27th floor, Arlington, VA 22209, United States.
Dhanya Parameshwaran
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Narayan Puthanmadam Subramaniyam
5Sapien Labs, 1201 Wilson Blvd, 27th floor, Arlington, VA 22209, United States.
Swaeta Singha Roy
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Revocatus Machunda
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Achiwa Sapuli
2Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Santanu Pramanik
6LEAD at Krea University, 7th Floor, B Block, IIT-Madras Research Park, Kanagam Road, Taramani, Chennai, Tamil Nadu 600113, India.
John Victor Arun Kumar
6LEAD at Krea University, 7th Floor, B Block, IIT-Madras Research Park, Kanagam Road, Taramani, Chennai, Tamil Nadu 600113, India.
Pramod Tiwari
6LEAD at Krea University, 7th Floor, B Block, IIT-Madras Research Park, Kanagam Road, Taramani, Chennai, Tamil Nadu 600113, India.
G Nelson Mathews Mathuram
6LEAD at Krea University, 7th Floor, B Block, IIT-Madras Research Park, Kanagam Road, Taramani, Chennai, Tamil Nadu 600113, India.
Laurent Boniface Bembeleza
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Joyce Philemon Laiser
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Winifrida Julius Luhwago
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Theresia Pastory Maduka
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
John Olais Mollel
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Neema Gadiely Mollel
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Adella Aloys Mugizi
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Isaac Lwaga Mwamakula
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Raymond Edwin Rweyemamu
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Upendo Firimini Samweli
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
James Isaac Simpito
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Kelvin Ewald Shirima
1Centre for Human Brain and Mind (CEREBRAM), Nelson Mandela African Institute of Science and Technology (NMAIST), 404 Nganana, 2331 Kikwe, Arumeru P.O.BOX 447, Arusha. Tanzania.
Anand Anbalagan
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Suresh Kumar Arumugam
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Vinitha Dhanapal
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Kanimozhi Gunasekaran
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Neelu Kashyap
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Dheeraj Kumar
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Durgesh Pandey
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Poonam Pandey
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
ArunKumar Panneerselvam
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Sonam Rai
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Porselvi Rajendran
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Santhoshkumar Sekar
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Oliazhagan Sivalingam
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Prahalad Soni
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Pushpkala Soni
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
Tara C. Thiagarajan
3Sapien Labs Centre for Human Brain and Mind at Krea University, 196 Parthasarathy Gardens, TT Krishnamachari Road, Alwarpet, Chennai, Tamil Nadu 600018, India.
5Sapien Labs, 1201 Wilson Blvd, 27th floor, Arlington, VA 22209, United States.

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eNeuro
21 Jul 2025
EEG data quality in large scale field studies in India and Tanzania
John-Mary Vianney, Shailender Swaminathan, Jennifer Jane Newson, Dhanya Parameshwaran, Narayan Puthanmadam Subramaniyam, Swaeta Singha Roy, Revocatus Machunda, Achiwa Sapuli, Santanu Pramanik, John Victor Arun Kumar, Pramod Tiwari, G Nelson Mathews Mathuram, Laurent Boniface Bembeleza, Joyce Philemon Laiser, Winifrida Julius Luhwago, Theresia Pastory Maduka, John Olais Mollel, Neema Gadiely Mollel, Adella Aloys Mugizi, Isaac Lwaga Mwamakula, Raymond Edwin Rweyemamu, Upendo Firimini Samweli, James Isaac Simpito, Kelvin Ewald Shirima, Anand Anbalagan, Suresh Kumar Arumugam, Vinitha Dhanapal, Kanimozhi Gunasekaran, Neelu Kashyap, Dheeraj Kumar, Durgesh Pandey, Poonam Pandey, ArunKumar Panneerselvam, Sonam Rai, Porselvi Rajendran, Santhoshkumar Sekar, Oliazhagan Sivalingam, Prahalad Soni, Pushpkala Soni, Tara C. Thiagarajan
eNeuro 21 July 2025, ENEURO.0006-25.2025; DOI: 10.1523/ENEURO.0006-25.2025
EEG data quality in large scale field studies in India and Tanzania
John-Mary Vianney, Shailender Swaminathan, Jennifer Jane Newson, Dhanya Parameshwaran, Narayan Puthanmadam Subramaniyam, Swaeta Singha Roy, Revocatus Machunda, Achiwa Sapuli, Santanu Pramanik, John Victor Arun Kumar, Pramod Tiwari, G Nelson Mathews Mathuram, Laurent Boniface Bembeleza, Joyce Philemon Laiser, Winifrida Julius Luhwago, Theresia Pastory Maduka, John Olais Mollel, Neema Gadiely Mollel, Adella Aloys Mugizi, Isaac Lwaga Mwamakula, Raymond Edwin Rweyemamu, Upendo Firimini Samweli, James Isaac Simpito, Kelvin Ewald Shirima, Anand Anbalagan, Suresh Kumar Arumugam, Vinitha Dhanapal, Kanimozhi Gunasekaran, Neelu Kashyap, Dheeraj Kumar, Durgesh Pandey, Poonam Pandey, ArunKumar Panneerselvam, Sonam Rai, Porselvi Rajendran, Santhoshkumar Sekar, Oliazhagan Sivalingam, Prahalad Soni, Pushpkala Soni, Tara C. Thiagarajan
eNeuro 21 July 2025, ENEURO.0006-25.2025; DOI: 10.1523/ENEURO.0006-25.2025
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