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[Paper Review] Development of a machine learning approach for prediction of red blood cell transfusion in patients undergoing Cesarean section at a single institution

Apr 4, 20265 min read

[Paper Review] MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

Feb 8, 20263 min read

[Paper Review] Operationalizing Large Language Models for Clinical Research Data Extraction: Methods, Quality Control, and Governance

The paper elaborates methodologies for LLM text extraction from research papers. It is not only giving methodologies for extraction of meaningful data, but also assessment and choosing right models. 1

Jun 11, 20265 min read

[Paper Review] Revolutionizing Speaker Recognition and Diarization: A Novel Methodology in Speech Analysis

Jul 5, 20256 min read

[Paper Review] Training a Helpful and Harmless Assistant withReinforcement Learning from Human Feedback

May 25, 20254 min read

[Paper Review] Object Recognition and Positioning with Neural Networks: Single Ultrasonic Sensor Scanning Approach

It is not all of a sudden that I was intrigued by the subject Ultrasonic scanning to detect objects or classify the objects. I once randomly thought about what I would choose for PhD paper if I had to go through PhD course, then ultrasound was the ke...

Apr 27, 20256 min read

[Paper Review] DeepSeek-R1 Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

It has not been a long time since DeepSeek was released. It was indeed a shock to those who are in AI industry. I was not familiar with LLM’s algorithm and the computing resource usage of the LLMs. All I was doing was to utilise the LLM APIs for deve...

Apr 20, 20256 min read

[LeetCode] Top Interview 150 Problems Solving # 80 Remove Duplicates from Sorted Array II

Understanding the Problem An integer list of nums has numbers that could be either duplicate or non-duplicate. It is to leave 1-2 values for each number in the list in-place, which means it is nothing to do with returning any value from the method. #...

Apr 2, 20253 min read

[LeetCode] Top Interview 150 Problems Solving # 151 Reverse Words in a String

Understanding the Problem A string is given with spaces. The string could be a single character or a complete sentence. It is to reverse the string by words. The spaces at the edges should be cut off. # example 1 Input: s = "the sky is blue" Output: ...

Mar 28, 20252 min read

[LeetCode] Top Interview 150 Problems Solving # 392 Is Subsequence

Understanding the Problem Given strings s and t, it is to tell whether s is the subsequence to t. It is not finding if the characters in s exist in t. Well basically it is, but the sequence matters too. # example Input: s = "abc", t = "ahbgdc" Output...

Mar 26, 20252 min read

[LeetCode] Top Interview 150 Problems Solving # 242 Valid Anagram

Understanding the Problem It is to find valid anagram. Anagram is a word, as for this problem, which can be rearranged to be formed another word. In this problem, s and t strings are given with characters each, and they can form exactly the same word...

Mar 25, 20252 min read

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