Search Results - "Akogo, Darlington"

High-Throughput Plant Phenotyping (HTPP) in Resource-Constrained Research Programs: A Working Example in Ghana by Kassim, Yussif Baba, Oteng-Frimpong, Richard, Puozaa, Doris Kanvenaa, Sie, Emmanuel Kofi, Abdul Rasheed, Masawudu, Abdul Rashid, Issah, Danquah, Agyemang, Akogo, Darlington A., Rhoads, James, Hoisington, David, Burow, Mark D., Balota, Maria

“…In this paper, we present a procedure for implementing field-based high-throughput plant phenotyping (HTPP) that can be used in resource-constrained research…”
Get full text

End-to-end learning via a convolutional neural network for cancer cell line classification by Akogo, Darlington A, Palmer, Xavier-Lewis

“…Purpose Computer vision for automated analysis of cells and tissues usually include extracting features from images before analyzing such features via various…”
Get full text

Rethinking global digital health and AI-for-health innovation challenges by Farlow, Andrew, Hoffmann, Alexander, Tadesse, Girmaw Abebe, Mzurikwao, Deogratias, Beyer, Rob, Akogo, Darlington, Weicken, Eva, Matika, Tafadzwa, Nweje, MaryJane Ijeoma, Wamae, Watu, Arts, Sako, Wiegand, Thomas, Bennett, Colin, Farhat, Maha R, Gröschel, Matthias I

“…Digital health technologies can help tackle challenges in global public health. Digital and AI-for-Health Challenges, controlled events whose goal is to…”
Get full text

MinoHealth.AI: A Clinical Evaluation of Deep Learning Systems for the Diagnosis of Pleural Effusion and Cardiomegaly in Ghana, Vietnam and the United States of America by Akogo, Darlington

“…A rapid and accurate diagnosis of medical conditions like cardiomegaly and pleural effusion is of the utmost importance to reduce mortality and medical costs,…”
Get full text

Machine Learning for Health: Algorithm Auditing & Quality Control by Oala, Luis, Murchison, Andrew G., Balachandran, Pradeep, Choudhary, Shruti, Fehr, Jana, Leite, Alixandro Werneck, Goldschmidt, Peter G., Johner, Christian, Schörverth, Elora D. M., Nakasi, Rose, Meyer, Martin, Cabitza, Federico, Baird, Pat, Prabhu, Carolin, Weicken, Eva, Liu, Xiaoxuan, Wenzel, Markus, Vogler, Steffen, Akogo, Darlington, Alsalamah, Shada, Kazim, Emre, Koshiyama, Adriano, Piechottka, Sven, Macpherson, Sheena, Shadforth, Ian, Geierhofer, Regina, Matek, Christian, Krois, Joachim, Sanguinetti, Bruno, Arentz, Matthew, Bielik, Pavol, Calderon-Ramirez, Saul, Abbood, Auss, Langer, Nicolas, Haufe, Stefan, Kherif, Ferath, Pujari, Sameer, Samek, Wojciech, Wiegand, Thomas

“…Developers proposing new machine learning for health (ML4H) tools often pledge to match or even surpass the performance of existing tools, yet the reality is…”
Get full text

A Standardized Radiograph-Agnostic Framework and Platform For Evaluating AI Radiological Systems by Akogo, Darlington Ahiale

“…Radiology has been essential to accurately diagnosing diseases and assessing responses to treatment. The challenge however lies in the shortage of radiologists…”
Get full text

Localized Data Work as a Precondition for Data-Centric ML: A Case Study of Full Lifecycle Crop Disease Identification in Ghana by Akogo, Darlington, Samori, Issah, Akafia, Cyril, Fiagbor, Harriet, Kangah, Andrews, Asiedu, Donald Kwame, Fuachie, Kwabena, Oala, Luis

“…The Ghana Cashew Disease Identification with Artificial Intelligence (CADI AI) project demonstrates the importance of sound data work as a precondition for the…”
Get full text

A Preliminary Exploration into an Alternative CellLineNet: An Evolutionary Approach by Nwachuku, Akwarandu Ugo, Lewis-Palmer, Xavier, Akogo, Darlington Ahiale

“…Within this paper, the exploration of an evolutionary approach to an alternative CellLineNet: a convolutional neural network adept at the classification of…”
Get full text

minoHealth.ai: A Clinical Evaluation Of Deep Learning Systems For the Diagnosis of Pleural Effusion and Cardiomegaly In Ghana, Vietnam and the United States of America by Akogo, Darlington, Sarkodie, Benjamin Dabo, Samori, Issah Abubakari, Jimah, Bashiru Babatunde, Anim, Dorothea Akosua, Mensah, Yaw Boateng

“…A rapid and accurate diagnosis of cardiomegaly and pleural effusion is of the utmost importance to reduce mortality and medical costs. Artificial Intelligence…”
Get full text

End-to-End Learning via a Convolutional Neural Network for Cancer Cell Line Classification by Akogo, Darlington Ahiale, Palmer, Xavier-Lewis

“…Computer Vision for automated analysis of cells and tissues usually include extracting features from images before analyzing such features via various Machine…”
Get full text

ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutional Neural Network by Akogo, Darlington Ahiale, Palmer, Xavier-Lewis

“…We developed a Convolutional Neural Network model to identify and classify Airbrushed (alternatively known as Blow-spun), Electrospun and Steel Wire scaffolds…”
Get full text

CellLineNet: End-to-End Learning and Transfer Learning For Multiclass Epithelial Breast cell Line Classification via a Convolutional Neural Network by Akogo, Darlington Ahiale, Appiah, Vincent, Palmer, Xavier-Lewis

“…Computer Vision for Analyzing and Classifying cells and tissues often require rigorous lab procedures and so automated Computer Vision solutions have been…”
Get full text

Accra provides lessons on how to run an AI start-up by Darlington Akogo

“…MinoHealth AI Labs — based in my home city of Accra, Ghana’s capital — specialises in providing artificial intelligence for healthcare applications, such as…”
Get full text

Five ways AI can democratise African healthcare by Darlington Akogo

“…Using an algorithm called a convolutional neural network — a form of deep learning designed to emulate the way vision works in animals — we have been able to…”
Get full text