PANDA

PANDA

Engineered by Computer Scientists & Trusted by Doctors.

PANDA analyzes EEG signals of neonates to detect pain and justifies every decision with clinical-grade explainability.

Intelligent Neonatal Care

Advanced AI-powered EEG analysis designed specifically for detecting pain and distress in newborns who cannot communicate.

EEG Signal Analysis

Upload raw .npy EEG recordings from neonatal patients and let our model do the heavy lifting in milliseconds.

Pain Detection AI

State-of-the-art deep learning trained on neonatal EEG datasets to classify pain signals with high clinical accuracy.

Explainable Results

Every prediction comes with a detailed justification — so doctors understand the why, not just the what.

Designed for Clinicians

A clean, distraction-free interface built to fit naturally into a hospital or NICU workflow.

PANDA’s objective assessment of neonatal pain through EEG analysis moves beyond subjective scales to data-driven insights is a game-changer for the NICU.
Dr. Kinza Rehmani
Pediatrician, Children Hospital Lahore

Why It Matters

Neonates cannot verbalize pain. Traditional assessment tools rely on behavioral cues that are slow, subjective and often inaccurate. PANDA brings objective and AI-powered EEG analysis to the NICU and gives clinicians a reliable second opinion that could change outcomes.

Pain Assessment Made Objective

Hear how researchers and clinicians quantify neonatal pain, analyze EEG data seamlessly and provide better care with confidence using PANDA’s AI-driven framework.

The real-time EEG quantification from PANDA feels like having a senior neuroscientist reviewing every oscillation. The accuracy in beta and gamma wave detection has fundamentally improved our diagnostic reliability.
Dr. Saira Ahmad
CMH, Rawalpindi
Integrating PANDA into our existing NICU workflow was smooth and the subject-independent dataset processing saved us months of manual feature engineering and data balancing.
Dr. Ali Khan Marwat
DHQ Hospital, Jhelum
PANDA’s multi-stage signal processing is a game-changer. We are identifying pain responses in neonates within seconds and ensuring the most vulnerable patients receive immediate attention.
Dr. Rabia Siddiqui
CMH, Rawalpindi
We no longer struggle with subjective clinical scales. PANDA brings all 5-electrode EEG data together in one objective score which has simplified our entire research workflow.
Dr. Ali Hassan
PIMS, Islamabad
Clinical monitoring feels effortless now. With PANDA’s real-time spectral density previews, assessing neonatal distress has become faster and far more precise.
Dr. Sobia Sajid
Kulsum International Hospital, Islamabad
Deploying the PANDA model on NVIDIA TensorRT was seamless. We went from raw EEG input to high-accuracy pain detection without worrying about latency or inference bottlenecks.
Dr. Abdullah Naeem
PIMS, Islambad
The shift from subjective observation to PANDA's objective quantification wasn't just a technical upgrade and it felt like a revolution in neonatal care standards.
Dr. Aamna Khan
CMH, Rawalpindi

Frequently Asked Questions

Everything you need to know about PANDA and how it can help detect pain in neonates

What is PANDA and who is it for?
PANDA (Pain Assessment in Neonates using Deep-learning and Analytics) is an AI-powered medical tool designed for neonatologists, pediatricians and NICU staff who need objective, reliable assessments of pain in newborns who cannot communicate verbally.
How does PANDA's pain detection work?
PANDA analyzes raw EEG signals from neonatal patients and identifies specific neural patterns associated with pain responses, such as delta-band power asymmetry in frontal channels. It then provides a confidence score along with detailed clinical justification.
What file formats does PANDA accept?
Currently, PANDA accepts .npy files containing raw EEG recordings. It designed to work with as low as of 5 channels.
Is PANDA FDA approved for clinical use?
PANDA is currently a research and clinical decision support tool. It is designed to assist clinical judgment and not replace it. We are actively pursuing regulatory approvals.
How accurate is PANDA's pain detection?
PANDA has been trained on the neonatal eeg pain dataset and achieves high clinical accuracy in controlled studies. However, it is advised to use PANDA as a second opinion alongside traditional clinical assessment methods.
Is patient data secure with PANDA?
Yes. We use end-to-end encryption and secure data transmission and comply with HIPAA standards. EEG data is processed in real-time and is not stored on our servers unless explicitly authorized.